Jump to content

Brain fingerprinting: Difference between revisions

From Wikipedia, the free encyclopedia
Content deleted Content added
Corrected punctuation and formatting, added a reference to a peer-reviewed scientific article.
Fixed/corrected numerous citations, references, and links -- see Talk page. Added references. Corrected several statements about the science and applications.
Line 1: Line 1:
'''Brain fingerprinting''' is a [[forensic science]] technique that uses [[electroencephalography]] (EEG) to determine whether specific information is stored in a subject's brain. It consists of the measuring and recording a person's electrical [[Neural oscillation|brainwave]]s and their brain response, which is known as P300-MERMER ("Memory and Encoding Related Multifaceted Electroencephalographic Response"),<ref name="concealed-information">{{ cite journal |url=http://link.springer.com/article/10.1007/s11571-012-9230-0 |last=Farwell |first=L.A. |last2=Richardson |first2=D.C. |last3=Richardson |first3=G.M. |year=2013 |title=Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information |journal=Cognitive Neurodynamics |volume=7 |issue=4 |pages=263–299 |accessdate=2014-09-15|doi=10.1007/s11571-012-9230-0 |pmid=23869200 }}</ref> to words, phrases, or pictures on a computer screen.<ref name="knowledge-detection">{{cite journal |last=Farwell |first=L.A. |last2=Smith |first2=S.S. |url=http://www.larryfarwell.com/pdf/Farwell-Smith-Journal-of-Forensic-Sciences-Brain-Fingerprinting-P300-MERMER-dr-larry-farwell-dr-lawrence-farwell.pdf |title=Using Brain MERMER Testing to Detect Concealed Knowledge Despite Efforts to Conceal |journal=Journal of Forensic Sciences |pages=135–143 |volume=46 |issue=1 |year=2001|pmid=11210899 }}</ref>
'''Brain fingerprinting''' is a [[forensic science]] technique that uses [[electroencephalography]] (EEG) to determine whether specific information is stored in a subject's brain. It consists of the measuring and recording a person's electrical [[Neural oscillation|brainwave]]s and their brain response, which is known as P300-MERMER ("Memory and Encoding Related Multifaceted Electroencephalographic Response"),<ref name="Farwell2012">
{{cite journal
|last1=Farwell
|first1=Lawrence
|title=Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials
|journal=Cognitive Neurodynamics
|volume=6
|issue=2
|pages=115–154
|doi=10.1007/s11571-012-9192-2
|url=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3311838/
|accessdate=2016-11-04
|publisher=Springer Science+Business Media B.V.
}}</ref><ref name="FarwellRichardsonRichardson2013">
{{cite journal
|last1=Farwell
|first1=Lawrence
|last2=Richardson
|first2=Drew
|last3=Richardson
|first3=Graham
|title=Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information
|journal=Cognitive Neurodynamics
|date=2013
|volume=7
|issue=4
|pages=263-299
|doi=10.1007/s11571-012-9230-0
|url=http://link.springer.com/article/10.1007/s11571-012-9230-0
|publisher=Springer
|accessdate=2016-11-04}}
</ref> to words, phrases, or pictures on a computer screen.<ref name="FarwellSmith2001">{{cite journal |last=Farwell |first=L.A. |last2=Smith |first2=S.S. |url=http://www.larryfarwell.com/pdf/Farwell-Smith-Journal-of-Forensic-Sciences-Brain-Fingerprinting-P300-MERMER-dr-larry-farwell-dr-lawrence-farwell.pdf |title=Using Brain MERMER Testing to Detect Concealed Knowledge Despite Efforts to Conceal |journal=Journal of Forensic Sciences |pages=135–143 |volume=46 |issue=1 |year=2001|pmid=11210899 }}</ref>


== History ==
== History ==
Brain fingerprinting was invented by [[Lawrence Farwell]]. He hypothesized that the brain processes known or relevant information differently than unknown or irrelevant information, and that the brain's processing of information known to the subject is revealed by a specific pattern in the EEG.<ref name="FarwellSmith">{{cite web|last1=Farwell|first1=Lawrence|last2=Smith|first2=Sharon|title=Using Brain MERMER Testing to Detect Knowledge Despite Efforts to Conceal|url=http://www.larryfarwell.com/pdf/Farwell-Smith-Journal-of-Forensic-Sciences-Brain-Fingerprinting-P300-MERMER-dr-larry-farwell-dr-lawrence-farwell.pdf|website=Larryfarwell|publisher=The Authors|accessdate=21 September 2016}}</ref> Farwell's brain fingerprinting technique originally used the [[P300 (Neuroscience)|P300]] brain response to detect the recognition of the known information; however, Farwell later discovered the P300-MERMER response, which extends the basic P300 and is reported to provide greater accuracy and statistical confidence both in the laboratory and in real-life applications, with an error rate of less than 1%.<ref name="FarwellRichardsonRichardson">{{cite web|last1=Farwell|first1=Lawrence|last2=Richardson|first2=Drew|last3=Richardson|first3=Graham|title=Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information|url=http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-Field-Studies-Comparing-P300-MERMER-and-P300-in-the-Detection-of-Concealed-Information-Dr-Larry-Farwell.pdf|website=Larryfarwell|publisher=The Authors|accessdate=21 September 2016|date=20 November 2012}}</ref> In independent research, William Iacono and others have produced results that are similar to Farwell's. In 2003, brain fingerprinting was ruled as admissible for court use in [[Iowa]] by the decision in Harrington vs. State of Iowa.<ref>{{cite web|title=Brain Fingerprinting technique used in criminal justice system|url=http://www.neulaw.org/blog/1034-class-blog/242-brain-fingerprinting-technique-used-in-criminal-justice-system|website=Neulaw|publisher=Center for Science and Law|accessdate=21 September 2016|date=5 June 2015}}</ref>
Brain fingerprinting was invented by [[Lawrence Farwell]]. He hypothesized that the brain processes known or relevant information differently than unknown or irrelevant information, and that the brain's processing of information known to the subject is revealed by a specific pattern in the EEG.<ref name="FarwellSmith2001"/> Farwell's brain fingerprinting technique originally used the [[P300 (Neuroscience)|P300]] brain response to detect the recognition of the known information; however, Farwell later discovered the P300-MERMER response, which extends the basic P300 and is reported to provide greater accuracy and statistical confidence both in the laboratory and in real-life applications, with an error rate of less than 1%.<ref name="FarwellRichardsonRichardson2013"/> In independent research, William Iacono and others replicated Farwell's technique and results.
<ref name="AllenIacono1997">
{{cite journal
|last=Allen
|first=J.J.B.
|last2=Iacono
|first2=W.G.
|journal=Psychophysiology
|title=A comparison of methods for the analysis of event-related potentials in deception detection
|date=1997
|volume=34
|pages=234-240
}}</ref>
In 2001, brain fingerprinting was ruled as admissible for court use in [[Iowa]] by the decision in Harrington vs. State of Iowa.<ref name="FarwellMakeig2005">
{{cite journal
|last=Farwell
|first=L.A.
|last2=Makeig
|first2=T.
|journal=Open Court
|title=Farwell Brain Fingerprinting in the case of Harrington v. State
|date=2005
|volume=10
|issue=3
|pages=7-10
|url=http://www.larryfarwell.com/pdf/OpenCourtFarwellMakeig-dr-larry-farwell-brain-fingerprinting-dr-lawrence-farwell.pdf
|accessdate=2016-11-04
|publisher=Indiana Bar Association
}}</ref>
<ref name="HarringtonVState2001">Harrington v. State, Case No. PCCV 073247. Iowa District Court for Pottawattamie County, March 5, 2001</ref>
<ref>{{cite web|title=Brain Fingerprinting technique used in criminal justice system|url=http://www.neulaw.org/blog/1034-class-blog/242-brain-fingerprinting-technique-used-in-criminal-justice-system|website=Neulaw|publisher=Center for Science and Law|accessdate=21 September 2016|date=5 June 2015}}</ref>


== Technique ==
== Technique ==


Brain fingerprinting is premised on the fact that the electrical P300 signal is emitted from an individual's brain approximately 300 milliseconds after he or she is confronted with a stimulus of special significance, for example, a rare stimulus vs. a common stimulus, or a stimulus that the subject is asked to count.<ref name="Pitcon">{{Cite journal|last1=Pitcon|first1=T.W.|title=The P300 wave of the human event-related potential|url=http://www.ncbi.nlm.nih.gov/pubmed/1464675|website=PubMed|publisher=National Center for Biotechnology Information; U.S. National Library of Medicine|accessdate=21 September 2016|pmid=1464675}}</ref> In forensics, P300 is used to detect stimuli such as a murder weapon or a victim's face, or any other stimulus related to the crime.<ref name="FarwellSmith"/><ref name="FarwellDonchin">{{Cite journal|last1=Farwell|first1=Lawrence|last2=Donchin|first2=E.|title=The truth will out: interrogative polygraphy ("lie detection") with event-related brain potentials|url=http://www.ncbi.nlm.nih.gov/pubmed/1758929|website=PubMed|publisher=National Center for Biotechnology Information; U.S. National Library of Medicine|accessdate=21 September 2016|pmid=1758929}}</ref> Exposure to a stimulus is sufficient to elicit a P300 response; therefore, brain fingerprinting does not require the subject to issue verbal responses to questions or stimuli.
Brain fingerprinting is premised on the fact that the electrical P300 signal is emitted from an individual's brain approximately 300 milliseconds after he or she is confronted with a stimulus of special significance, for example, a rare stimulus vs. a common stimulus, or a stimulus that the subject is asked to count.<ref name="Picton">{{Cite journal|last1=Picton|first1=T.W.|title=The P300 wave of the human event-related potential|url=http://www.ncbi.nlm.nih.gov/pubmed/1464675|website=PubMed|publisher=National Center for Biotechnology Information; U.S. National Library of Medicine|accessdate=21 September 2016|pmid=1464675}}</ref> In forensics, P300 is used to detect stimuli such as a murder weapon or a victim's face, or any other stimulus related to the crime.<ref name="FarwellSmith2001"/><ref name="FarwellDonchin">{{Cite journal|last1=Farwell|first1=Lawrence|last2=Donchin|first2=E.|title=The truth will out: interrogative polygraphy ("lie detection") with event-related brain potentials|url=http://www.ncbi.nlm.nih.gov/pubmed/1758929|website=PubMed|publisher=National Center for Biotechnology Information; U.S. National Library of Medicine|accessdate=21 September 2016|pmid=1758929}}</ref> Exposure to a stimulus is sufficient to elicit a P300 response; therefore, brain fingerprinting does not require the subject to issue verbal responses to questions or stimuli.


The test subject wears a special headband with electronic sensors that measure the subject's EEG from several locations on the scalp. The person is then exposed to stimuli in the form of form words, phrases, or pictures presented on a computer screen. There are three types of stimuli presented to the subject:<ref name="FarwellDonchin"/>
The test subject wears a special headset with electronic sensors that measure the subject's EEG from several locations on the scalp. The person is then exposed to stimuli in the form of words, phrases, or pictures presented on a computer screen. There are three types of stimuli presented to the subject:<ref name="FarwellDonchin"/>


# "irrelevant" stimuli are irrelevant to the investigated situation and to the test subject,
# "irrelevant" stimuli are irrelevant to the investigated situation and to the test subject,
# "target" stimuli are relevant to the investigated situation and are known to the subject, and
# "target" stimuli are relevant to the investigated situation and are known to the subject, and
# "probe" stimuli are relevant to the investigated situation, but the subject denies knowledge of them.
# "probe" stimuli are relevant to the investigated situation and have never been disclosed to the public or to the subject, and the subject denies knowledge of them.


Probe stimuli contain information that was present at the crime and is thus known only to the perpetrator, investigators, and [[witness]]es. Before the test, the technician identifies the targets to the subject and verifies their familiarity with these stimuli. The scientist also ensures that the subject is not familiar with irrelevant stimuli, and he confirms that the subject denies familiarity with the probe stimuli. The significance of the probes is revealed to the subject (e.g., "You will see several items, one of which is the murder weapon"), but the subject is not told which items are probes and which are irrelevant.<ref name="FarwellRichardsonRichardson"/><ref name="Farwell2012">{{cite web|last1=Farwell|first1=Lawrence|title=Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials|url=http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-P300-MERMER-Review-Cognitive-Neurodynamics-Dr-Larry-Farwell.pdf|website=Larryfarwell|publisher=Springer Science+Business Media B.V|accessdate=21 September 2016|date=17 February 2012}}</ref>
Probe stimuli contain information that was present at the crime and is thus known only to the perpetrator, investigators, and [[witness]]es. Before the test, the scientist identifies the targets to the subject and verifies their familiarity with these stimuli. The scientist also ensures that the subject is not familiar with irrelevant stimuli, and he confirms that the subject denies familiarity with the probe stimuli. The significance of the probes is revealed to the subject (e.g., "You will see several items, one of which is the murder weapon"), but the subject is not told which items are probes and which are irrelevant.<ref name="FarwellRichardsonRichardson2013"/><ref name="Farwell2012">
{{cite journal
|last1=Farwell
|first1=Lawrence
|title=Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials
|journal=Cognitive Neurodynamics
|volume=6
|issue=2
|pages=115–154
|doi=10.1007/s11571-012-9192-2
|url=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3311838/
|accessdate=2016-11-04
|publisher=Springer Science+Business Media B.V.
}}</ref>


Since brain fingerprinting uses cognitive brain responses, it is not dependent on the emotions of the subject, nor is it affected by emotional stress that could be caused by the interrogation process.<ref name="FarwellSmith"/><ref name="Farwell2012"/> Brain fingerprinting is fundamentally different from the [[polygraph]] test, which measures emotion-based physiological signals such as heart rate, perspiration, and blood pressure, because it does not attempt to determine whether or not the subject is lying or telling the truth. Instead, it measures the subject's brain response to specific words, phrases, or pictures to detect whether or not the relevant information is stored in the subject's brain.<ref name="FarwellSmith"/><ref name="Farwell2012"/>
Since brain fingerprinting uses cognitive brain responses, it is not dependent on the emotions of the subject, nor is it affected by emotional stress that could be caused by the interrogation process.<ref name="FarwellSmith2001"/><ref name="Farwell2012"/> Brain fingerprinting is fundamentally different from the [[polygraph]] test,<ref name=Encyclopedia2013>Farwell, L.A. (2013). "Lie Detection" in ''Encyclopedia of Forensic Sciences, Second Edition'', J.A. Siegel and P.J. Saukko, eds, pp. 144-149. Waltham: Academic Press. </ref> which measures emotion-based physiological signals such as heart rate, perspiration, and blood pressure, because it does not attempt to determine whether or not the subject is lying or telling the truth. Instead, it measures the subject's brain response to specific words, phrases, or pictures to detect whether or not the relevant information is stored in the subject's brain.<ref name="Farwell2012"/><ref name=Encyclopedia2014>Farwell, L. (2014). "Brain Fingerprinting: Detection of Concealed Information" in ''Wiley Encyclopedia of Forensic Science'', A. Jamieson and A.A. Moenssens, eds. Chichester: John Wiley. DOI: 10.1002/9780470061589.fsa1013. Published 16th June 2014</ref>


By comparing the responses to the different types of stimuli, the brain fingerprinting system mathematically computes a determination of whether the probe stimuli information is "present" (known) or "absent" (unknown), and it provides statistical confidence for this determination. The fact that it is mathematically computed prevents bias on the part of the scientist.<ref name="FarwellRichardsonRichardson"/>
By comparing the responses to the different types of stimuli, the brain fingerprinting system mathematically computes a determination of whether the probe stimuli information is "present" (known) or "absent" (unknown), and it provides statistical confidence for this determination. The fact that it is mathematically computed prevents bias on the part of the scientist.<ref name="FarwellRichardsonRichardson2013"/>


== Background and terminology ==
== Background and terminology ==
Line 24: Line 98:
Brain fingerprinting is a computer-based test that is used to provide evidence that a subject has guilty knowledge regarding crimes, as well as to identify individuals with specific training or expertise, such as the knowledge that a member of a dormant terrorist network would have, or the expertise that a bomb maker might possess. It has also been used to evaluate brain functioning as a means of early detection of [[Alzheimer's disease|Alzheimer's]] and other cognitively degenerative diseases. It has also been utilized for evaluating the effectiveness of advertising by measuring brain responses.
Brain fingerprinting is a computer-based test that is used to provide evidence that a subject has guilty knowledge regarding crimes, as well as to identify individuals with specific training or expertise, such as the knowledge that a member of a dormant terrorist network would have, or the expertise that a bomb maker might possess. It has also been used to evaluate brain functioning as a means of early detection of [[Alzheimer's disease|Alzheimer's]] and other cognitively degenerative diseases. It has also been utilized for evaluating the effectiveness of advertising by measuring brain responses.


The technique is described in peer-reviewed publications including Farwell's papers "Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials" <ref name="Farwell2012"/> and "Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information,"<ref name="FarwellRichardsonRichardson2013"/> published in ''Cognitive Neurodynamics''. [[Federal Bureau of Investigation|FBI]] forensic scientist Drew Richardson was a coauthor on the latter.
The technique is described in Farwell's paper "Using Brain MERMER Testing to Detect Concealed Knowledge Despite Efforts to Conceal", which was published in the [Journal of Forensic Sciences] in 2001 by Lawrence Farwell and Sharon Smith, a Supervisory Special Agent at the [[Federal Bureau of Investigation|FBI]],<ref name="FarwellSmith"/> as well as in other peer-reviewed publications.<ref name="FarwellRichardsonRichardson"/><ref name="Farwell2012"/>


In the course of Farwell's research, he developed the test for the P300-MERMER response, which responds to the stimulus after only 1,400 milliseconds. The P300, an electrically positive component, is maximal at the midline [[parietal lobe]] in the brain, and it has a peak [[latency (engineering)|latency]] between 300 and 800 milliseconds. The P300-MERMER includes both the P300 and an electrically negative component, with an onset latency between 800 and 1,200 milliseconds. The P300-MERMER includes additional features involving changes in the frequency of the EEG signal, but for the purposes of signal detection and the practical applications the P300-MERMER, the P300 and the following negative response is sufficient without the additional features.<ref name="FarwellSmith"/><ref name="FarwellRichardsonRichardson"/><ref name="Farwell2012"/>
In the course of Farwell's research, he developed the test for the P300-MERMER response. The P300, an electrically positive component, is maximal at the midline [[parietal lobe]] in the brain, and it has a peak [[latency (engineering)|latency]] between 300 and 800 milliseconds. The P300-MERMER includes both the P300 and an electrically negative component, with a latency between 800 and 1,200 milliseconds. The P300-MERMER includes additional features involving changes in the frequency of the EEG signal, but for the purposes of signal detection and the practical applications the P300-MERMER, the P300 and the following negative response is sufficient without the additional features.<ref name="FarwellSmith2001"/><ref name="FarwellRichardsonRichardson2013"/><ref name="Farwell2012"/>


== Current uses and research ==
== Current uses and research ==


Brain fingerprinting has two primary applications. First, it is used in detecting whether information about a specific crime, terrorist act, or incident is stored in the brain. Second, it is used to determine whether a subject has a specific type of knowledge, expertise, or training, such as information specific to FBI agents, [[Islamic State of Iraq and the Levant|ISIL]]-trained terrorists, or bomb-makers.<ref name="FarwellRichardsonRichardson"/>
Brain fingerprinting has two primary applications. First, it is used in detecting whether information about a specific crime, terrorist act, or incident is stored in the brain. Second, it is used to determine whether a subject has a specific type of knowledge, expertise, or training, such as information specific to FBI agents, [[Islamic State of Iraq and the Levant|ISIL]]-trained terrorists, or bomb-makers.<ref name="FarwellRichardsonRichardson2013"/>


So far, the brain fingerprinting technique has been successful, with the application of the technique in detecting knowledge of both laboratory mock crimes and real-life events producing no false positives and no false negatives.<ref name="FarwellSite">{{cite web|last1=Farwell|first1=Larry|title=Dr. Larry Farwell's Brain Fingerprinting: A New Paradigm in Criminal Justice and Counterterrorism|url=http://www.larryfarwell.com/brain-fingerprinting-executive-summary-dr-larry-farwell-dr-lawrence-farwell.html|website=Larryfarwell|publisher=Larry Farwell|accessdate=21 September 2016}}</ref>
So far, the brain fingerprinting technique has been successful, with the application of the technique in detecting knowledge of both laboratory mock crimes and real-life events, including major crimes, producing no false positives and no false negatives.<ref name="Farwell2012"/>
<ref name="FarwellRichardsonRichardson2013"/>

<ref name="FarwellRichardsonRichardsonFuredy2014">
In a study with the FBI, Farwell and FBI scientist Drew Richardson, former chief of the FBI's chemical/biological/nuclear [[counter-terrorism]] unit, used brain fingerprinting to show that test subjects from specific groups could be identified by detecting specific knowledge which would only be known to members of those groups.<ref name="FarwellRichardsonRichardson"/>
{{cite journal
|last=Farwell
|first=Lawrence A.
|last2=Richardson
|first2=Drew C.
|last3=Richardson
|first3=Graham M.
|last4=Furedy
|first4=John J.
|journal=Frontiers in Neuroscience
|title=Brain fingerprinting classification concealed information test detects US Navy military medical information with P300
|date=2014-12-23
|doi=10.3389/fnins.2014.00410
|url=http://journal.frontiersin.org/article/10.3389/fnins.2014.00410/full
|publisher=Frontiers Media S.A.
|accessdate=2016-11-04
}}</ref>
In a study at the FBI Laboratory, Farwell and FBI scientist Drew Richardson, former chief of the FBI's chemical/biological/nuclear [[counter-terrorism]] unit, used brain fingerprinting to show that test subjects from specific groups (such as FBI agents) could be identified by detecting specific knowledge which would only be known to members of those groups. <ref name="FarwellRichardsonRichardson2013"/>


In a study funded by the [[Central Intelligence Agency|CIA]], Farwell used brain fingerprinting to detect which individuals had [[United States Navy|US Navy]] military medical training. All thirty subjects were correctly determined.<ref name="FarwellRichardsonRichardsonFuredy">{{cite web|last1=Farwell|first1=Lawrence|last2=Richardson|first2=Graham|last3=Richardson|first3=Drew|last4=Furedy|first4=John|title=Brain fingerprinting classification concealed information test detects US Navy military medical information with P300|url=http://journal.frontiersin.org/article/10.3389/fnins.2014.00410/full|website=Frontiers in Neuroscience|publisher=Frontiers Media S.A.|accessdate=21 September 2016|doi=10.3389/fnins.2014.00410/full|doi-broken-date=2016-09-26}}</ref>
In a study funded by the [[Central Intelligence Agency|CIA]], Farwell et al. used brain fingerprinting to detect which individuals had [[United States Navy|US Navy]] military medical training. All thirty subjects were correctly determined.<ref name="FarwellRichardsonRichardsonFuredy2014"/> In another CIA-funded study, Farwell et al. applied brain fingerprinting to detect concealed information regarding real-life crimes. Brain fingerprinitng again produced the correct determination in every case.<ref name="FarwellRichardsonRichardson2013"/><ref name=Dale2001> Dale, S.S. (2001). "THE BRAIN SCIENTIST: Climbing Inside the Criminal Mind." ''TIME'' Magazine, Nov. 26, 2001, pp 80-81.</ref>


Farwell has also offered a $100,000 reward for beating a brain fingerprinting field test. To date, no one has ever succeeded in doing so.<ref>{{cite web|title='Brain fingerprinting' could be breakthrough in law enforcement|url=http://komonews.com/news/tech/brain-fingerprinting-could-be-breakthrough-in-law-enforcement|website=Komo News|publisher=Sinclair Broadcast Group|accessdate=21 September 2016}}</ref>
Farwell has also offered a $100,000 reward for beating a brain fingerprinting field test. To date, no one has ever succeeded in doing so.<ref>{{cite web|title='Brain fingerprinting' could be breakthrough in law enforcement|url=http://komonews.com/news/tech/brain-fingerprinting-could-be-breakthrough-in-law-enforcement|website=KOMO News|publisher=Sinclair Broadcast Group|accessdate=21 September 2016}}</ref><ref name="FarwellRichardsonRichardson2013"/>


== Use in criminal investigation ==
== Use in criminal investigation ==
Line 45: Line 137:
[[File:BrainFingerprintingFarwellGrinder.jpg|thumb|Lawrence Farwell conducts a Brain Fingerprinting test on serial killer JB Grinder.]]
[[File:BrainFingerprintingFarwellGrinder.jpg|thumb|Lawrence Farwell conducts a Brain Fingerprinting test on serial killer JB Grinder.]]


Brain fingerprinting was ruled as admissible in court in the reversal of the murder conviction of Terry Harrington.<ref name="FarwellMakeig">{{cite web|last1=Farwell|first1=Lawrence|last2=Makeig|first2=Thomas|title=Farwell Brain Fingerprinting in the case of ''Harrington v. State''|url=http://larryfarwell.com/pdf/OpenCourtFarwellMakeig-dr-larry-farwell-brain-fingerprinting-dr-lawrence-farwell.pdf|website=Larryfarwell|publisher=Lawrence Farwell|accessdate=22 September 2016}}</ref><ref>{{cite web|title=Brain Fingerprinting - Ruled Admissable|url=http://cbs-sci.blogspot.com/2004/12/brain-fingerprinting-ruled-admissable.html|website=Science Links|accessdate=22 September 2016}}</ref> Following a hearing on post-conviction relief on November 14, 2000, an [[Iowa District Courts|Iowa District Court]] stated that the fundamental science involved in Farwell's brain fingerprinting test was well established in the scientific community. Later, the [[Iowa Supreme Court]] also mentioned the test, although it was viewed as incidental to the major points in the appeal that they were handling at the time.<ref name="SupremeCourt">{{cite web|last1=Supreme Court of Iowa|title=HARRINGTON v. STATE|url=http://webcache.googleusercontent.com/search?q=cache:lcaeZoKHqhwJ:caselaw.findlaw.com/ia-supreme-court/1014599.html+&cd=1&hl=en&ct=clnk&gl=us|website=FindLaw|publisher=FindLaw, a Thomson Reuters business|accessdate=22 September 2016}}</ref>
Brain fingerprinting was ruled admissible in court in the reversal of the murder conviction of Terry Harrington.<ref name="HarringtonVState2001"/><ref name="FarwellMakeig2005"/><ref>{{cite web|title=Brain Fingerprinting - Ruled Admissable|url=http://cbs-sci.blogspot.com/2004/12/brain-fingerprinting-ruled-admissable.html|website=Science Links|accessdate=22 September 2016}}</ref> Following a hearing on post-conviction relief on November 14, 2000, an [[Iowa District Courts|Iowa District Court]] stated that the fundamental science involved in Farwell's brain fingerprinting test was well established in the scientific community, and ruled Farwell's brain fingerprinting results and expert testimony admissible in court. Later, the [[Iowa Supreme Court]] also mentioned the test, although it was viewed as incidental to the major points in the appeal that they were handling at the time.<ref name="SupremeCourt">{{cite web|last1=Supreme Court of Iowa|title=HARRINGTON v. STATE|url=http://webcache.googleusercontent.com/search?q=cache:lcaeZoKHqhwJ:caselaw.findlaw.com/ia-supreme-court/1014599.html+&cd=1&hl=en&ct=clnk&gl=us|website=FindLaw|publisher=FindLaw, a Thomson Reuters business|accessdate=22 September 2016}}</ref><ref name=ABCGMA2004>[http://abcnews.go.com/GMA/story?id=127983&page=1 ABC-TV Good Morning America: Charles Gibson interviews Dr. Lawrence Farwell], "Mind-Reading Technology Tests Subject's Guilt -- Brain-Reading Technology Becomes New Tool in Courts," March 9, 2004. Accessed 2016-11-05.</ref><ref name="CBS60Minutes">CBS 60 Minutes: Mike Wallace interviews Dr. Lawrence Farwell, December 10, 2000.[http://www.cutbankpioneerpress.com/news/article_92fb70c0-eaac-5562-ba1e-6fdaf1db28b8.html "Fairfield scientist's Brain Fingerprinting featured on CBS 60 Minutes"]</ref>


In order for the test to be ruled admissible under the prevailing [[Daubert standard]] established by the [[US Supreme Court]], the Court required brain fingerprinting to meet several criteria:
In order for the test to be ruled admissible under the prevailing [[Daubert standard]] established by the [[US Supreme Court]], the Court required brain fingerprinting to meet several criteria:
# It must have been tested, peer reviewed, and published.
# It must have been tested, peer reviewed, and published.
# It must produce a low error rate.
# It must produce a known, low error rate.
# It must be applied systematically and with set controlling standards.
# It must be applied systematically and with set controlling standards.
# It must be well accepted in the relevant scientific community.<ref name="DaubertStandard">{{cite web|title=The Daubert Standard|url=http://www.forensicsciencesimplified.org/legal/daubert.html|website=Forensic Sciences Simplified|publisher=National Forensic Science Technology Center|accessdate=22 September 2016}}</ref>
# It must be well accepted in the relevant scientific community.<ref name="DaubertStandard">{{cite web|title=The Daubert Standard|url=http://www.forensicsciencesimplified.org/legal/daubert.html|website=Forensic Sciences Simplified|publisher=National Forensic Science Technology Center|accessdate=22 September 2016}}</ref>
In the ruling, the Court gave the decision that following:
In the ruling, the Court stated:
* "In the spring of 2000, Harrington was given a test by Lawrence Farwell. The test is based on a 'P300 effect'."
* "In the spring of 2000, Harrington was given a test by Lawrence Farwell. The test is based on a 'P300 effect'."
* "The P-300 effect has been recognized for nearly twenty years."
* "The P-300 effect has been recognized for nearly twenty years."
* "The P-300 effect has been subject to testing and peer review in the scientific community."
* "The P-300 effect has been subject to testing and peer review in the scientific community."
* "The consensus in the community of psycho-physiologists is that the P300 effect is valid."
* "The consensus in the community of psycho-physiologists is that the P300 effect is valid."
* "The evidence resulting from Harrington's 'brain fingerprinting' test was discovered after the fact. It is newly discovered."<ref name = "Harrington">''Harrington v. State'', Case No. PCCV 073247. Iowa District Court for Pottawattamie County, March 5, 2001.</ref>
* "The evidence resulting from Harrington's 'brain fingerprinting' test was discovered after the fact. It is newly discovered."<ref name="HarringtonVState2001"/>


The relevant scientific standards for brain fingerprinting tests are specified in several peer-reviewed scientific articles.<ref name="Farwell2012"/><ref name="FarwellRichardsonRichardson2013"/>
To sum up, the results of the brain fingerprinting test, as well as Farwell's testimony as an expert witness, were admitted. However, the Court noted the distinction between admissibility and weight. In the circumstances of the Harrington case, the Court ruled that the weight of the brain fingerprinting evidence given by Harrington's defense would probably not have been sufficient to change the verdict in the original trial.

To sum up, the results of the brain fingerprinting test, as well as Farwell's testimony as an expert witness, were admitted.<ref name="HarringtonVState2001"/><ref name="Erickson2007"> Erickson, M. J. (2007). "Daubert's Bipolar Treatment of Scientific Expert Testimony -- From Frye's Polygraph to Farwell's Brain Fingerprinting." ''Drake Law Review'' '''55''', 763-812.</ref><ref name=Roberts2007>
{{cite journal
|last=Roberts
|first=A.J.
|journal=Yale Journal of Law and Technology
|title=Everything New Is Old Again: Brain Fingerprinting and Evidentiary Analogy
|date=2007
|volume=9
|pages=234-270
|doi=
|pmid=
|url=http://larryfarwell.com/pdf/roberts-9-YJOLT-234.pdf
|accessdate=2016-11-05
|publisher=Yale Law School
}}[http://yjolt.org/everything-new-old-again-brain-fingerprinting-and-evidentiary-analogy abstract on YJOLT website]</ref><ref name=Moenssens2002> Moenssens, A.A., (2002) Brain Fingerprinting—Can It Be Used to Detect the Innocence of Persons Charged with a Crime? ''UMKC L. Rev. 70'', 891-920.</ref> However, the Court noted the distinction between admissibility and weight. In the circumstances of the Harrington case, the Court ruled that the weight of the brain fingerprinting evidence given by Harrington's defense would probably not have been sufficient to change the verdict in the original trial.


In a paper by Farwell and a colleague, Thomas Makeig, he stated the following:
In a paper by Farwell and a colleague, attorney Thomas Makeig, he stated the following:
<blockquote>The court determined that Brain Fingerprinting was new evidence not available at the original trial and that it was sufficiently reliable to merit admission of the evidence; however, the court did not regard its weight as sufficiently compelling in light of the record as a whole as meeting its exacting standard, and thus it denied a new trial on this and the other grounds asserted by Harrington.<ref name="FarwellMakeig"/></blockquote>
<blockquote>The court determined that Brain Fingerprinting was new evidence not available at the original trial and that it was sufficiently reliable to merit admission of the evidence; however, the court did not regard its weight as sufficiently compelling in light of the record as a whole as meeting its exacting standard, and thus it denied a new trial on this and the other grounds asserted by Harrington.<ref name="FarwellMakeig2005"/></blockquote>


Although the Iowa Supreme Court did not give a specific ruling on brain fingerprinting, they allowed the statement established by the district court to stand, implicitly confirming the district court's finding regarding the admissibility of the test.<ref name="SupremeCourt"/>
The Iowa Supreme Court reversed Harrington's conviction, and he was released from prison after serving 24 years of a life sentence. Although the Supreme Court did not give a specific ruling on brain fingerprinting, they allowed the ruling established by the district court to stand, implicitly confirming the district court's finding regarding the admissibility of the test.<ref name="SupremeCourt"/>


Brain fingerprinting produced evidence that, had there been a trial, would have almost surely brought a conviction to serial killer James B. Grinder. In August 1999, Farwell conducted a brain fingerprinting test on Grinder at the request of Sheriff Robert Dawson of [[Macon County, Missouri]]. The test proved that the information stored in his brain matched the details of the murder of Julie Helton. Faced with a certain conviction, Grinder pled guilty to the rape and murder of Julie Helton in exchange for a life sentence without parole.<ref name="Farwell2012"/><ref name="SerialKiller">{{cite web|title=Dr. Larry Farwell's Brain Fingerprinting Helps to Bring a Serial Killer to Justice|url=http://www.larryfarwell.com/Grinder-Summary-dr-larry-farwell-brain-fingerprinting-dr-lawrence-farwell.html|website=Larryfarwell|publisher=Lawrence Farwell|accessdate=25 September 2016}}</ref>
Brain fingerprinting produced evidence that, had there been a trial, would have almost surely brought a conviction to serial killer James B. Grinder. In August 1999, Farwell conducted a brain fingerprinting test on Grinder at the request of Sheriff Robert Dawson of [[Macon County, Missouri]]. The test proved that the information stored in his brain matched the details of the murder of Julie Helton. Faced with a certain conviction and probable death sentence, Grinder pled guilty to the rape and murder of Julie Helton in exchange for a life sentence without parole.<ref name="Farwell2012"/><ref name="Dalby1999">{{cite news|last1=Dalby|first1=Beth|title=Farwell's Brain Fingerprinting traps serial killer in Missouri|url=http://www.cutbankpioneerpress.com/news/article_a0efcd6e-a9df-57f9-bbcf-5b71f9f2f44b.html|accessdate=2016-11-04|work=Cutbank Pioneer Press / Fairfield Ledger|publisher=Cutbank Pioneer Press|date=1999-08-17}}</ref><ref name="SerialKiller">{{cite web|title=Dr. Larry Farwell's Brain Fingerprinting Helps to Bring a Serial Killer to Justice|url=http://www.larryfarwell.com/Grinder-Summary-dr-larry-farwell-brain-fingerprinting-dr-lawrence-farwell.html|website=Larryfarwell|publisher=Lawrence Farwell|accessdate=25 September 2016}}</ref> He also confessed to the murders of three other young women.


== Limitations ==
== Limitations ==


Both the strengths and limitations of brain fingerprinting are documented in detail in Farwell's expert witness testimony in the Harrington case as well as in his other publications and patents.<ref name="Farwell2012" /><ref name="1994Patent">
Both the strengths and limitations of brain fingerprinting are documented in detail in Farwell's expert witness testimony in the Harrington case as well as in his other publications and patents.<ref name="Farwell2012"/><ref name="HarringtonVState2001"/><ref name="1994Patent">
Farwell, L.A., inventor. U.S. Patent #5,363,858: Method and Apparatus for Multifaceted Electroencephalographic Response Analysis (MERA), Nov. 15, 1994</ref><ref name="1995aPatent">Farwell, L.A., inventor. U.S. Patent #5,406,956: Method and Apparatus for Truth Detection, April 18, 1995.</ref><ref name="1995bPatent">Farwell, L.A., inventor. U.S. Patent #5,467,777: Method for Electroencephalographic Information Detection, Nov. 21, 1995.</ref>
Farwell, L.A., inventor. U.S. Patent #5,363,858: Method and Apparatus for Multifaceted Electroencephalographic Response Analysis (MERA), Nov. 15, 1994</ref><ref name="1995aPatent">Farwell, L.A., inventor. U.S. Patent #5,406,956: Method and Apparatus for Truth Detection, April 18, 1995.</ref><ref name="1995bPatent">Farwell, L.A., inventor. U.S. Patent #5,467,777: Method for Electroencephalographic Information Detection, Nov. 21, 1995.</ref>


Although brain fingerprinting detects brain responses that reveal what information is stored in the subject's brain, it does not detect how that information got there. As a result, if a suspect knows everything that the investigators know about the crime for some legitimate reason, then the test cannot produce incriminating results. Several situations characterize this problem:
Although brain fingerprinting detects brain responses that reveal what information is stored in the subject's brain, it does not detect how that information got there. As a result, if a suspect knows everything that the investigators know about the crime for some legitimate reason, then the test would not be probative. Brain fingerprinting scientific protocols require that a test will not be applied in such circumstances. <ref name="Farwell2012"/> Examples of cases where a brain fingerprinting test is not applicable and will never be applied include the following:
#If a suspect acknowledges being at the crime scene but claims to be a witness instead of a perpetrator, then the fact that he knows details about the crime would not be incriminating.
#If a suspect acknowledges being at the crime scene but claims to be a witness instead of a perpetrator, then the fact that he knows details about the crime would not be incriminating, and the test is not applied.
#If a suspect and an alleged victim—say, of an alleged sexual assault—agree on the details of what events occurred, but disagree on the intent of the parties, then the test will not be conclusive, because brain fingerprinting detects only information and not intent.
#If a suspect and an alleged victim—say, of an alleged sexual assault—agree on the details of what events occurred, but disagree on the intent of the parties, then the test will not be applicable and will not be applied, because brain fingerprinting detects only information and not intent.


Another problem is that a brain fingerprinting test must avoid including public information, as detecting that a suspect is aware information regarding a crime that he obtained by reading a newspaper would not be of use in a criminal investigation. However, this problem is easily circumvented because standard procedures in the development of the test usually eliminate all such information from the probes. News accounts containing many of the details of a crime do not typically interfere with the development of a brain fingerprinting test; however, they do limit the material that can be tested. Even so, there are almost always details that are not disclosed to the public, and these are the details that are utilized as the probe stimuli.<ref name="Farwell2012" />
Another requirement is that a brain fingerprinting test must avoid including public information, as detecting that a suspect is aware information regarding a crime that he obtained by reading a newspaper would not be of use in a criminal investigation. However, this requirement is easily met because standard procedures in the development of the test eliminate all such information from the probes. News accounts containing many of the details of a crime do not typically interfere with the development of a brain fingerprinting test; however, they do limit the material that can be tested. Even so, there are almost always details that are not disclosed to the public, and these are the details that are utilized as the probe stimuli.<ref name="Farwell2012"/>


Another situation where brain fingerprinting is not applicable is one where the authorities have no information about what crime may have taken place. For example, if an individual simply disappears under suspicious circumstances, but no information is known, then the authorities could not produce any probe stimuli, and it would be impossible to develop a test. Similarly, brain fingerprinting is not applicable for general screening of undesirable actions. If the investigators have no idea of what acts an individual may have committed, then there is no way to structure the appropriate stimuli to detect the telltale knowledge that would result from committing such acts.<ref name="Farwell2012" />
Another situation where brain fingerprinting is not applicable is one where the authorities have no information about what crime may have taken place. For example, if an individual simply disappears under suspicious circumstances, but no information is known, then the authorities could not produce any probe stimuli, and it would be impossible to develop a test. Similarly, brain fingerprinting is not applicable for general screening of undesirable actions. If the investigators have no idea of what acts an individual may have committed, then there is no way to structure the appropriate stimuli to detect the telltale knowledge that would result from committing such acts.<ref name="Farwell2012"/>


Brain fingerprinting, like all forensic techniques, does not determine whether a suspect is guilty or innocent of a crime. This is a legal determination that is made by a judge and jury, not a scientific determination that can be made by a computer or a scientist. To remain within the realm of scientific testimony, a brain fingerprinting expert witness must testify only regarding the scientific test and information stored in the brain as revealed by the test; the expert witness cannot give a verdict.<ref name="Farwell2012" /><ref name="PBS2004">http://www.pbs.org/wnet/innovation/experts_qa8.html PBS Innovation Series – "Brain Fingerprinting: Ask the Experts"</ref>
Brain fingerprinting, like all forensic techniques, does not determine whether a suspect is guilty or innocent of a crime. This is a legal determination that is made by a judge and jury, not a scientific determination that can be made by a computer or a scientist. To remain within the realm of scientific testimony, a brain fingerprinting expert witness must testify only regarding the scientific test and information stored in the brain as revealed by the test; the expert witness cannot give a verdict.<ref name="Farwell2012"/>


Brain fingerprinting depends on the memory of the subject; therefore, brain fingerprinting results must be viewed in light of the limitations on human memory and the factors affecting it. Although brain fingerprinting can provide scientific evidence regarding what information is stored in a subject's brain, it does not determine whether that information is true, as memory can be modified by many factors, and people can forget events.<ref name="Farwell2012" />
Brain fingerprinting depends on the memory of the subject; therefore, brain fingerprinting results must be viewed in light of the well-known limitations on human memory and the factors affecting it. Although brain fingerprinting can provide scientific evidence regarding what information is stored in a subject's brain, it does not determine whether that information is an accurate representation of the actual events, as human menory is imperfect. This may create a challenging situation in judicial proceedings, because many judges and juries are not yet familiar with brain fingerprinting. Everyone, however, is familiar with witness testimony. Everyone knows that a truthful witness testifies not to absolute truth, but to the contents of his or her memory. Judges and juries must evaluate all witness testimony, even when the witness is believed to be truthful, in light of the limitations of human memory. This same evaluative process is necessary for brain fingerprinting. Witness testimony provides a subjective (and not always truthful) account of the contents of memory. Brain fingerprinting provides an objective account of the contents of memory. In both cases, judges and juries must evaluate the evidence in light of the well-known limitations on human memory. <ref name="Farwell2012"/>Because in virtually every trial they apply this same evaluation to the testimony of witnesses, judges and juries are competent and prepared to evaluate and weigh brain fingerprinting evidence even if they have heretofore lacked knowledge of the technology.


Like all forensic science techniques, brain fingerprinting relies on the evidence-gathering process to provide the data to be scientifically tested. Before a brain fingerprinting test can be conducted, an investigator must discover relevant information about the crime. The investigative process depends on the skill and judgment of the investigator, so if the investigative process is carried out incorrectly, it will not produce appropriate probe stimuli. If the information that the investigator provided to the scientist to test was inaccurate, then the result would not be able to produce conclusive results. In making their determination about the crime and the suspect's possible role in it, the judge and jury must consider both the scientific determination and also whether the information gathered by the investigator was correct and correctly applied in the test.<ref name="PBS2004" /><ref>{{cite web|last1=Ahuja|first1=Dhiraj|title=Brain fingerprinting|url=http://www.academicjournals.org/article/article1379429699_Ahuja%20and%20Singh.pdf|website=Academic Journals|publisher=Academic Journals|accessdate=26 September 2016}}</ref>
Like all forensic science techniques, brain fingerprinting relies on the evidence-gathering process to provide the data to be scientifically tested. Before a brain fingerprinting test can be conducted, an investigator must discover relevant information about the crime. The investigative process depends on the skill and judgment of the investigator, so if the investigative process is carried out incorrectly, it will not produce appropriate probe stimuli. If the information that the investigator provided to the scientist to test was inaccurate, then the results may not be probative with respect to the actual crime. In making their determination about the crime and the suspect's possible role in it, the judge and jury must consider both the scientific determination and also whether the information gathered by the investigator was correct and correctly applied in the test.<ref name="Farwell2012"/><ref name="Ahuja">{{cite web|last1=Ahuja|first1=Dhiraj|title=Brain fingerprinting|url=http://www.academicjournals.org/article/article1379429699_Ahuja%20and%20Singh.pdf|website=Academic Journals|publisher=Academic Journals|accessdate=26 September 2016}}</ref>


== Critique of Farwell's conclusions==
== Critique of Farwell's conclusions==


Although the academic community agrees on the scientific standing of brain fingerprinting and associated P300-based concealed information tests, Farwell’s conclusions regarding the value of applying this science in the real world have been met with skepticism from some commentators. Rosenfeld<ref>Rosenfeld, J. P. (2005). Brain fingerprinting: A critical analysis. Scientific Review of Mental Health Practice, 4(1), 20-37.</ref> opined that "the claims on the BF Web site are exaggerated and sometimes misleading." The same journal later published corrections to Rosenfeld's article along with Farwell's reply, <ref name="Farwell2011a">
Although the academic community agrees on the scientific standing of brain fingerprinting and associated P300-based concealed information tests, Farwell’s conclusions regarding the value of applying this science in the real world have been met with skepticism from some commentators. Rosenfeld<ref>Rosenfeld, J. P. (2005). Brain fingerprinting: A critical analysis. Scientific Review of Mental Health Practice, 4(1), 20-37.</ref> opined that "the claims on the BF Web site are exaggerated and sometimes misleading." The same journal later published corrections to Rosenfeld's article along with Farwell's reply,<ref name="Farwell2011a">
{{cite journal
{{cite journal
|last=Farwell
|last=Farwell
Line 102: Line 210:
|accessdate=2016-11-04
|accessdate=2016-11-04
|format=PDF
|format=PDF
}}</ref> stating that "The purpose of this article is as follows: 1) to provide the readers of ...SRMHP with a clear, fundamental understanding of the science and technology of brain fingerprinting; 2) to correct demonstrably false and misleading statements made by Rosenfeld (2005) in a previous article in SRMHP; 3) to present the facts regarding Rosenfeld's misuse of the SRMHP article to support his subsequent false statements and false claims in other forums; and 4) to provide references to sufficient source material to verify all of the above." More comprehensive corrections to the Rosenfeld article were published in a separate monograph.<ref name="Farwell2011b">{{cite book|last1=Farwell|first1=L.A.|title=Brain fingerprinting: comprehensive corrections to Rosenfeld in Scientific Review of Mental Health Practice|date=2011|publisher=Excalibur Scientific Press|location=Seattle|pages=1-58|url=http://larryfarwell.com/pdf/Scientific-Review-of-Mental-Health-Practice-Farwell-Brain-Fingerprinting-Comprehensive-Corrections-to-Rosenfeld-dr-larry-farwell-dr-lawrence-farwell.pdf|accessdate=2016-11-04}}</ref> Four authors including Farwell's former PhD supervisor Emanuel Donchin<ref>Meijer, E. H., Ben-Shakhar, G., Verschuere, B., & Donchin, E. (2013). A comment on Farwell (2012): brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials. Cognitive Neurodynamics, 7(2), 155-158.</ref> disagreed with one of Farwell's peer-reviewed publications, opining that "Farwell['s 2012 review paper] ... is misleading and misrepresents the scientific status of brain fingerprinting technology." The same journal published a reply by Farwell and FBI forensic scientist Drew Richardson entitled "Brain fingerprinting: Let's focus on the science."
}}</ref> stating that "The purpose of this article is as follows: 1) to provide the readers of ...SRMHP with a clear, fundamental understanding of the science and technology of brain fingerprinting; 2) to correct demonstrably false and misleading statements made by Rosenfeld (2005) in a previous article in SRMHP; 3) to present the facts regarding Rosenfeld's misuse of the SRMHP article to support his subsequent false statements and false claims in other forums; and 4) to provide references to sufficient source material to verify all of the above." More comprehensive corrections to the Rosenfeld article were published in a separate monograph.<ref name="Farwell2011b">{{cite book|last1=Farwell|first1=L.A.|title=Brain Fingerprinting: comprehensive corrections to Rosenfeld in Scientific Review of Mental Health Practice|date=2011|publisher=Excalibur Scientific Press|location=Seattle|pages=1-58|url=http://larryfarwell.com/pdf/Scientific-Review-of-Mental-Health-Practice-Farwell-Brain-Fingerprinting-Comprehensive-Corrections-to-Rosenfeld-dr-larry-farwell-dr-lawrence-farwell.pdf|accessdate=2016-11-04}}</ref> Four authors including Farwell's former PhD supervisor Emanuel Donchin<ref>Meijer, E. H., Ben-Shakhar, G., Verschuere, B., & Donchin, E. (2013). A comment on Farwell (2012): brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials. Cognitive Neurodynamics, 7(2), 155-158.</ref> disagreed with one of Farwell's peer-reviewed publications, opining that "Farwell['s 2012 review paper] ... is misleading and misrepresents the scientific status of brain fingerprinting technology." The same journal published a reply by Farwell and FBI forensic scientist Drew Richardson entitled "Brain fingerprinting: Let's focus on the science."
<ref name="FarwellRichardson2013">
<ref name="FarwellRichardson2013">
{{cite journal
{{cite journal
Line 118: Line 226:
|publisher=Springer
|publisher=Springer
}}</ref> Farwell and Richardson stated that "The authors stated their disagreement with Farwell's hypotheses, but did not cite any data that contradict the three hypotheses, nor did they propose alternative hypotheses or standards. [They] made demonstrable misstatements of fact... We provide supporting evidence for Farwell's three hypotheses, clarify several issues, correct [their] misstatements of fact, and propose that the progress of science is best served by practicing science: designing and conducting research to test and as necessary modify the proposed hypotheses and standards that explain the existing data."
}}</ref> Farwell and Richardson stated that "The authors stated their disagreement with Farwell's hypotheses, but did not cite any data that contradict the three hypotheses, nor did they propose alternative hypotheses or standards. [They] made demonstrable misstatements of fact... We provide supporting evidence for Farwell's three hypotheses, clarify several issues, correct [their] misstatements of fact, and propose that the progress of science is best served by practicing science: designing and conducting research to test and as necessary modify the proposed hypotheses and standards that explain the existing data."
Other scientists agree with Farwell’s conclusions. For example, William Iacono, a scientist who testified as an expert witness along with Farwell in the Harrington case, wrote an article entitled “The Forensic Application of ‘Brain Fingerprinting:’ Why Scientists Should Encourage the Use of P300 Memory Detection Methods.” He stated: “To summarize, the GKT [guilty knowledge test or concealed information test] and its ‘brain fingerprinting’ offshoots are based on sound science. They appear to be quite effective at detecting memories stored in the brain.” <ref name="Iacono2008">{{cite journal|last1=Iacono|first1=W.G.|title=The forensic application of "Brain Fingerprinting: why scientists should encourage the use of P300 memory detection methods|journal=The American Journal of Bioethics|date=2008|volume=8|issue=1|pages=30-32|doi=10.1080/15265160701828550}}</ref>


Other scientists agree with Farwell’s conclusions. For example, William Iacono, a scientist unaffiliated with Farwell who testified as an expert witness along with Farwell in the Harrington case, wrote an article entitled “The Forensic Application of ‘Brain Fingerprinting:’ Why Scientists Should Encourage the Use of P300 Memory Detection Methods.” He stated: “To summarize, the GKT [guilty knowledge test or concealed information test] and its ‘brain fingerprinting’ offshoots are based on sound science. They appear to be quite effective at detecting memories stored in the brain.” <ref name="Iacono2008">{{cite journal|last1=Iacono|first1=W.G.|title=The forensic application of "Brain Fingerprinting: why scientists should encourage the use of P300 memory detection methods|journal=The American Journal of Bioethics|date=2008|volume=8|issue=1|pages=30-32|doi=10.1080/15265160701828550}}</ref>


== See also ==
== See also ==
Line 127: Line 235:


<references/>
<references/>
* <cite id= ABCGMA2004>[http://abcnews.go.com/GMA/story?id=127983&page=1 ABC-TV Good Morning America: Charles Gibson interviews Dr. Lawrence Farwell], "Mind-Reading Technology Tests Subject's Guilt -- Brain-Reading Technology Becomes New Tool in Courts," March 9, 2004. Accessed September 15, 2014. </cite>
* <cite id=Abdollah2003>Abdollah, T. (2003). [https://web.archive.org/web/20060722001256/http://www.ocf.berkeley.edu/~issues/spring03/brainfinger.html "Brain Fingerprinting – Picture-perfect crimes,"] ''Berkeley Medical Journal Issues'', Spring 2003. Accessed September 15, 2014. </cite>
* <cite id=AllenIacono1997> Allen J.J.B. and Iacono W.G. (1997). "A comparison of methods for the analysis of event-related potentials in deception detection." ''Psychophysiology 34:''234-240.</cite>
* <cite id=CBS60Minutes2000>CBS 60 Minutes: Mike Wallace interviews Dr. Lawrence Farwell, December 10, 2000.</cite>
* <cite id=Dale2001> Dale, S.S. (2001). "THE BRAIN SCIENTIST: Climbing Inside the Criminal Mind." ''TIME'' Magazine, Nov. 26, 2001, pp 80-81.</cite>
* {{cite journal|last=Denno|first=Deborah|title=Crime and Consciousness: Science and Involuntary Acts|journal=Minnesota Law Review|date=December 2002|volume=87|pages=269–389 [332]|ref= Denno2002}}
* <cite id=DruckmanLacey1989>Druckman, D. and Lacey J.I. (1989). ''Brain and cognition: some new technologies.'' Washington, D.C.: National Academy Press.</cite>
* <cite id= Erickson 2007> Erickson, M. J. (2007). Daubert's Bipolar Treatment of Scientific Expert Testimony -- From Frye's Polygraph to Farwell's Brain Fingerprinting.’’ Drake Law Review 55’’, 763-812.</cite>
* <cite id=Farwell1992a>Farwell L.A. (1992a). "The brain-wave information detection (BID) system: a new paradigm for psychophysiological detection of information" (unpublished doctoral dissertation). Urbana-Champaign (IL): University of Illinois.</cite>
* <cite id=Farwell1992b>Farwell, L.A. (1992b). "Two new twists on the truth detector: brain-wave detection of occupational information." ''Psychophysiology 29''(4A):S3.</cite>
* <cite id=Farwell1994> Farwell, L.A. (1994) "Method and Apparatus for Multifaceted Electroencephalographic Response Analysis (MERA)" U.S. Patent #5,363,858. </cite>
* <cite id=Farwell1995a> Farwell, L.A. (1995a) "Method and Apparatus for Truth Detection" U.S. Patent #5,406,956.</cite>
* <cite id= Farwell1995b>Farwell, L.A. (1995b) "Method for Electroencephalographic Information Detection," U.S. Patent #5,467,777.</cite>
* <cite id= Farwell 2011a > Farwell L.A. (2011a). Brain fingerprinting: Corrections to Rosenfeld. ''Scientific Review of Mental Health Practice, 8''(2), 56-68. Available at [http://www.larryfarwell.com/pdf/Farwell-Brain-Fingerprinting-Corrections-to-Rosenfeld-Scientific-Review-of-Mental-Health-Practice-dr-larry-farwell-dr-lawrence-farwell.pdf "Brain Fingerprinting: Corrections to Rosenfeld in Scientific Review of Mental Health Practice"] Accessed September 15, 2014.</cite>
* <cite id= Farwell 2011b > Farwell, L.A. (2011b). ''Brain fingerprinting: Comprehensive Corrections to Rosenfeld in Scientific Review of Mental Health Practice''. Seattle: Excalibur Scientific Press. Available at [http://www.larryfarwell.com/pdf/Scientific-Review-of-Mental-Health-Practice-Farwell-Brain-Fingerprinting-Comprehensive-Corrections-to-Rosenfeld-dr-larry-farwell-dr-lawrence-farwell.pdf ''Brain Fingerprinting: Comprehensive Corrections to Rosenfeld in Scientific Review of Mental Health Practice''] Accessed September 15, 2014.</cite>
* <cite id= Farwell_2012> Farwell L.A. (2012). [http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-P300-MERMER-Review-Cognitive-Neurodynamics-Dr-Larry-Farwell.pdf "Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials"]. DOI 10.1007/s11571-012-9192-2 ''Cognitive Neurodynamics 6'': 115–54. Accessed May 1, 2013</cite>
* <cite id=Encyclopedia2013>Farwell, L.A. (2013). "Lie Detection" in ''Encyclopedia of Forensic Sciences, Second Edition'', J.A. Siegel and P.J. Saukko, eds, pp. 144-149. Waltham: Academic Press. </cite>
* <cite id=Encyclopedia2014>Farwell, L. (2014). "Brain Fingerprinting: Detection of Concealed Information" in ''Wiley Encyclopedia of Forensic Science'', A. Jamieson and A.A. Moenssens, eds. Chichester: John Wiley. DOI: 10.1002/9780470061589.fsa1013. Published 16th June 2014</cite>
* <cite id=FarwellDonchin1986>Farwell, L.A. and Donchin E. (1986). "The brain detector: P300 in the detection of deception." ''Psychophysiology 24'':434.</cite>
* <cite id=FarwellDonchin1991> Farwell, L.A. and Donchin, E. (1991). [http://www.larryfarwell.com/pdf/Farwell-Donchin-1991-Psychophysiology-Brain-Fingerprinting-the-Truth-Will-Out-dr-larry-farwell-dr-lawrence-farwell.pdf "The Truth Will Out: Interrogative Polygraphy ("Lie Detection") With Event-Related Brain Potentials."] ''Psychophysiology, 28'':531-547. Accessed September 15, 2014. </cite>
* <cite id=FarwellMakeig2005> Farwell, L.A. and Makeig, T. (2005). "Farwell Brain Fingerprinting in the case of Harrington v. State." ''Open Court X'',3:7-10, Indiana State Bar Assoc. Available at: [http://www.larryfarwell.com/pdf/OpenCourtFarwellMakeig-dr-larry-farwell-brain-fingerprinting-dr-lawrence-farwell.pdf Farwell and Makeig on Brain Fingerprinting in ‘’Harrington v. State’’ in ‘’Open Court’’.] Accessed September 15, 2014. </cite>
* <cite id=Farwelletal2014 > Farwell, L.A., Richardson, D.C.,Richardson G.M. and Furedy J.J. (2014). [http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00410/abstract "Brain fingerprinting classification concealed information test detects US Navy military medical information with P300,"] ''Frontiers in Neuroscience, 8'':410 doi: 10.3389/fnins.2014.00410. </cite>
* <cite id= FarwellRichardsonRichardson2013> Farwell, L.A., Richardson, D.C., & Richardson, G.M. (2013). [http://link.springer.com/article/10.1007/s11571-012-9230-0 "Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information"]. ''Cognitive Neurodynamics 7''(4): 263-299, DOI 10.1007/s11571-012-9230-0. Accessed September 15, 2014. </cite>
* <cite id=FarwellSmith2001> Farwell, L. A. and Smith, S. S. (2001). [http://www.larryfarwell.com/pdf/Farwell-Smith-Journal-of-Forensic-Sciences-Brain-Fingerprinting-P300-MERMER-dr-larry-farwell-dr-lawrence-farwell.pdf "Using Brain MERMER Testing to Detect Concealed Knowledge Despite Efforts to Conceal."] ''Journal of Forensic Sciences 46'',1: 135-143. Accessed September 15, 2014. </cite>
* <cite id=FoxNS2006a>Fox, C. (2006a) "Brain Fingerprinting National Security," ''American Observer'', March 29, 2006.</cite>
* <cite id=FoxS2006b>Fox, C. (2006b) htm "Brain Fingerprinting Skepticism" ''American Observer'', March 29, 2006</cite>
* <cite id=GaillardRitter1983>Gaillard A.K.W. and Ritter W. (1983). ''Tutorials in event-related potential research: endogenous components''. Amsterdam: North-Holland.</cite>
* <cite id=HarringtonvState> Harrington v. State, Case No. PCCV 073247. Iowa District Court for Pottawattamie County, March 5, 2001.</cite>
* <cite id=HarringtonVState2003> Harrington v. State. 659 N.W.2d 509 (Iowa 2003).</cite>
* <cite id=Iacono2008> Iacono, W.G. (2008). "The forensic application of brain fingerprinting: why scientists should encourage the use of P300 memory detection methods. " '' The American Journal of Bioethics 8''(1), 30-32. </cite>
* <cite id=KOMO2008>''KOMO TV'' News, October 10, 2008. [https://www.youtube.com/watch?v=HBowC5SSnvU KOMO TV News Video – "Brain Fingerprinting could be breakthrough in law enforcement"] [http://komonews.com/news/tech/brain-fingerprinting-could-be-breakthrough-in-law-enforcement KOMO TV News Print] Accessed September 15, 2014.</cite>
* <cite id=LATimes2010>''Los Angeles Times'', January 5, 2010. Savage, D. G. [http://articles.latimes.com/2010/jan/05/nation/la-na-court-framed5-2010jan05 Prosecutor conduct case before Supreme Court is settled.] Accessed September 15, 2014.</cite>
* <cite id=Moenssens2002> Moenssens, A.A., (2002) Brain Fingerprinting—Can It Be Used to Detect the Innocence of Persons Charged with a Crime? ''UMKC L. Rev. 70'', 891-920.</cite>.
* <cite id=PBS2004>PBS Innovation Series – "Brain Fingerprinting", May 4, 2004. [http://www.pbs.org/wnet/innovation/experts_qa8.html "Brain Fingerprinting: Ask the Experts"] Accessed September 15, 2014.</cite>
* <cite id=Picton1988>Picton T.W. (1988). ''Handbook of electroencephalography and clinical neurophysiology: human event-related potentials, Vol. 3'', Amsterdam: Elsevier.</cite>
* <cite id=Roberts2007>Roberts, A.J. (2007). [http://yjolt.research.yale.edu/files/roberts-9-YJOLT-234.pdf "Everything New Is Old Again: Brain Fingerprinting and Evidentiary Analogy."] ''Yale J L & Tech 9.'' 234-270. Accessed September 15, 2014. </cite>
* <cite id=SlaughtervState>Slaughter v. State, No. PCD-2004-277 (Okla. Ct. of Crim. App., April 16, 2004)<cite>
* <cite id=Time2009>''Time'', November 5, 2009. Suddath, C. [http://www.time.com/time/nation/article/0,8599,1934836,00.html "When Is It Legal to Frame a Man for Murder?"] Accessed September 15, 2014. </cite>


== External links ==
== External links ==
* [http://www.farwellbrainfingerprinting.com Farwell Brain Fingerprinting website] Accessed October 13, 2016.
* [http://www.farwellbrainfingerprinting.com Farwell Brain Fingerprinting website] Accessed October 13, 2016.
* [http://www.larryfarwell.com Dr. Larry Farwell's website] Accessed September 15, 2014.
* [http://www.larryfarwell.com Dr. Larry Farwell's brain fingerprinting website] Accessed September 15, 2014.
* [https://www.youtube.com/watch?v=HBowC5SSnvU KOMO TV News Video – "Brain Fingerprinting could be breakthrough in law enforcement"] [http://komonews.com/news/tech/brain-fingerprinting-could-be-breakthrough-in-law-enforcement KOMO TV News Print] Accessed March 30, 2016
* [http://query.nytimes.com/gst/fullpage.html?res=9A0CE0DB103CF93AA35753C1A9679C8B63&scp=4&sq=brain%20fingerprinting&st=cse "Truth and Justice, by the Blip of a Brainwave"], ''The New York Times'', October 9, 2001, by Barnaby J. Feder. Accessed September 15, 2014.
* [http://query.nytimes.com/gst/fullpage.html?res=9A0CE0DB103CF93AA35753C1A9679C8B63&scp=4&sq=brain%20fingerprinting&st=cse "Truth and Justice, by the Blip of a Brainwave"], ''The New York Times'', October 9, 2001, by Barnaby J. Feder. Accessed September 15, 2014.
* [http://abcnews.go.com/GMA/story?id=127983&page=1 ABC-TV Good Morning America: Charles Gibson interviews Dr. Lawrence Farwell] "Mind-Reading Technology Tests Subject's Guilt -- Brain-Reading Technology Becomes New Tool in Courts," March 9, 2004. Accessed September 15, 2014.
* [http://abcnews.go.com/GMA/story?id=127983&page=1 ABC-TV Good Morning America: Charles Gibson interviews Dr. Lawrence Farwell] "Mind-Reading Technology Tests Subject's Guilt -- Brain-Reading Technology Becomes New Tool in Courts," March 9, 2004. Accessed September 15, 2014.
* [http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-P300-MERMER-Review-Cognitive-Neurodynamics-Dr-Larry-Farwell.pdf “Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials.”] Peer-reviewed article by Dr. Larry Farwell in ''Cognitive Neurodynamics''. Accessed 2016-11-05.
* [http://www.pbs.org/wnet/innovation/episode8.html PBS Special Report on Brain Fingerprinting and Interactive Website.] Accessed September 15, 2014.
* [http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-P300-MERMER-Review-Cognitive-Neurodynamics-Dr-Larry-Farwell.pdf “Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials.”] Peer-reviewed article by Dr. Larry Farwell in ''Cognitive Neurodynamics''. Accessed September 15, 2014.
* [http://link.springer.com/article/10.1007/s11571-012-9230-0 “Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information.”] Peer-reviewed article by Farwell, Richardson, and Richardson on brain fingerprinting research at the FBI and the CIA, and in detecting real crimes and bomb makers, published in ''Cognitive Neurodynamics''. Accessed 2016-11-05.
* [http://www.larryfarwell.com/pdf/Dr-Lawrence-Farwell-Brain-Fingerprinting-Field-Studies-Comparing-P300-MERMER-and-P300-in-the-Detection-of-Concealed-Information-Dr-Larry-Farwell.pdf “Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information.”] Peer-reviewed article by Farwell, Richardson, and Richardson on brain fingerprinting research at the FBI and the CIA, and in detecting real crimes and bomb makers,[http://link.springer.com/article/10.1007/s11571-012-9230-0 published in ''Cognitive Neurodynamics'']. Accessed September 15, 2014.
* [http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00410/abstract “Brain fingerprinting classification concealed information test detects US Navy military medical information with P300.”] Peer-reviewed article by Farwell, Richardson, Richardson, and Furedy on CIA-sponsored brain fingerprinting research at the US Navy published in ''Frontiers in Neuroscience''. Accessed 2016-11-05.
* [http://science.discovery.com/videos/popscis-future-of-brain-fingerprinting.html Popular Science: The Future of…Security – Brain Fingerprinting]. Accessed 2016-11-05.
* [http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00410/abstract “Brain fingerprinting classification concealed information test detects US Navy military medical information with P300.”] Peer-reviewed article by Farwell, Richardson, Richardson, and Furedy on CIA-sponsored brain fingerprinting research at the US Navy published in ''Frontiers in Neuroscience''. Accessed May 31, 2015.
* [http://www.neurotodayonline.com/pt/re/neurotoday/fulltext.00132985-200411000-00021.htm;jsessionid=LftL1S2pDp480zxml1QLcySMG3Kjb1rTlWcf68yNkGwnSdh4Dxby!802840569!181195629!8091!-1 "BRAIN FINGERPRINTING: IS THE SCIENCE THERE?"], Neurology Today, November 2004, by Mark Moran. Accessed 2016-11-05.
* [http://science.discovery.com/videos/popscis-future-of-brain-fingerprinting.html Popular Science: The Future of…Security – Brain Fingerprinting]. Accessed September 15, 2014.
* [http://www.pbs.org/wnet/innovation/experts_qa8.html PBS Innovation Series Special on Brain Fingerprinting – "Brain Fingerprinting: Ask the Experts"] Accessed September 15, 2014.
* [http://www.neurotodayonline.com/pt/re/neurotoday/fulltext.00132985-200411000-00021.htm;jsessionid=LftL1S2pDp480zxml1QLcySMG3Kjb1rTlWcf68yNkGwnSdh4Dxby!802840569!181195629!8091!-1 "BRAIN FINGERPRINTING: IS THE SCIENCE THERE?"], Neurology Today, November 2004, by Mark Moran. Accessed September 15, 2014.
* [https://web.archive.org/web/20060722001256/http://www.ocf.berkeley.edu/~issues/spring03/brainfinger.html Discussion of legal and scientific critiques of Dr. Farwell's theories] Accessed September 15, 2014.
* [http://www.guardian.co.uk/usa/story/0,12271,1202765,00.html "It's the thought that counts for the guilty"], ''The Observer'', April 25, 2004. Accessed September 15, 2014.


[[Category:Neuropsychology]]
[[Category:Neuropsychology]]
[[Category:Forensics]]

Revision as of 03:38, 6 November 2016

Brain fingerprinting is a forensic science technique that uses electroencephalography (EEG) to determine whether specific information is stored in a subject's brain. It consists of the measuring and recording a person's electrical brainwaves and their brain response, which is known as P300-MERMER ("Memory and Encoding Related Multifaceted Electroencephalographic Response"),[1][2] to words, phrases, or pictures on a computer screen.[3]

History

Brain fingerprinting was invented by Lawrence Farwell. He hypothesized that the brain processes known or relevant information differently than unknown or irrelevant information, and that the brain's processing of information known to the subject is revealed by a specific pattern in the EEG.[3] Farwell's brain fingerprinting technique originally used the P300 brain response to detect the recognition of the known information; however, Farwell later discovered the P300-MERMER response, which extends the basic P300 and is reported to provide greater accuracy and statistical confidence both in the laboratory and in real-life applications, with an error rate of less than 1%.[2] In independent research, William Iacono and others replicated Farwell's technique and results. [4] In 2001, brain fingerprinting was ruled as admissible for court use in Iowa by the decision in Harrington vs. State of Iowa.[5] [6] [7]

Technique

Brain fingerprinting is premised on the fact that the electrical P300 signal is emitted from an individual's brain approximately 300 milliseconds after he or she is confronted with a stimulus of special significance, for example, a rare stimulus vs. a common stimulus, or a stimulus that the subject is asked to count.[8] In forensics, P300 is used to detect stimuli such as a murder weapon or a victim's face, or any other stimulus related to the crime.[3][9] Exposure to a stimulus is sufficient to elicit a P300 response; therefore, brain fingerprinting does not require the subject to issue verbal responses to questions or stimuli.

The test subject wears a special headset with electronic sensors that measure the subject's EEG from several locations on the scalp. The person is then exposed to stimuli in the form of words, phrases, or pictures presented on a computer screen. There are three types of stimuli presented to the subject:[9]

  1. "irrelevant" stimuli are irrelevant to the investigated situation and to the test subject,
  2. "target" stimuli are relevant to the investigated situation and are known to the subject, and
  3. "probe" stimuli are relevant to the investigated situation and have never been disclosed to the public or to the subject, and the subject denies knowledge of them.

Probe stimuli contain information that was present at the crime and is thus known only to the perpetrator, investigators, and witnesses. Before the test, the scientist identifies the targets to the subject and verifies their familiarity with these stimuli. The scientist also ensures that the subject is not familiar with irrelevant stimuli, and he confirms that the subject denies familiarity with the probe stimuli. The significance of the probes is revealed to the subject (e.g., "You will see several items, one of which is the murder weapon"), but the subject is not told which items are probes and which are irrelevant.[2][1]

Since brain fingerprinting uses cognitive brain responses, it is not dependent on the emotions of the subject, nor is it affected by emotional stress that could be caused by the interrogation process.[3][1] Brain fingerprinting is fundamentally different from the polygraph test,[10] which measures emotion-based physiological signals such as heart rate, perspiration, and blood pressure, because it does not attempt to determine whether or not the subject is lying or telling the truth. Instead, it measures the subject's brain response to specific words, phrases, or pictures to detect whether or not the relevant information is stored in the subject's brain.[1][11]

By comparing the responses to the different types of stimuli, the brain fingerprinting system mathematically computes a determination of whether the probe stimuli information is "present" (known) or "absent" (unknown), and it provides statistical confidence for this determination. The fact that it is mathematically computed prevents bias on the part of the scientist.[2]

Background and terminology

Brain fingerprinting is a computer-based test that is used to provide evidence that a subject has guilty knowledge regarding crimes, as well as to identify individuals with specific training or expertise, such as the knowledge that a member of a dormant terrorist network would have, or the expertise that a bomb maker might possess. It has also been used to evaluate brain functioning as a means of early detection of Alzheimer's and other cognitively degenerative diseases. It has also been utilized for evaluating the effectiveness of advertising by measuring brain responses.

The technique is described in peer-reviewed publications including Farwell's papers "Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials" [1] and "Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information,"[2] published in Cognitive Neurodynamics. FBI forensic scientist Drew Richardson was a coauthor on the latter.

In the course of Farwell's research, he developed the test for the P300-MERMER response. The P300, an electrically positive component, is maximal at the midline parietal lobe in the brain, and it has a peak latency between 300 and 800 milliseconds. The P300-MERMER includes both the P300 and an electrically negative component, with a latency between 800 and 1,200 milliseconds. The P300-MERMER includes additional features involving changes in the frequency of the EEG signal, but for the purposes of signal detection and the practical applications the P300-MERMER, the P300 and the following negative response is sufficient without the additional features.[3][2][1]

Current uses and research

Brain fingerprinting has two primary applications. First, it is used in detecting whether information about a specific crime, terrorist act, or incident is stored in the brain. Second, it is used to determine whether a subject has a specific type of knowledge, expertise, or training, such as information specific to FBI agents, ISIL-trained terrorists, or bomb-makers.[2]

So far, the brain fingerprinting technique has been successful, with the application of the technique in detecting knowledge of both laboratory mock crimes and real-life events, including major crimes, producing no false positives and no false negatives.[1] [2] [12] In a study at the FBI Laboratory, Farwell and FBI scientist Drew Richardson, former chief of the FBI's chemical/biological/nuclear counter-terrorism unit, used brain fingerprinting to show that test subjects from specific groups (such as FBI agents) could be identified by detecting specific knowledge which would only be known to members of those groups. [2]

In a study funded by the CIA, Farwell et al. used brain fingerprinting to detect which individuals had US Navy military medical training. All thirty subjects were correctly determined.[12] In another CIA-funded study, Farwell et al. applied brain fingerprinting to detect concealed information regarding real-life crimes. Brain fingerprinitng again produced the correct determination in every case.[2][13]

Farwell has also offered a $100,000 reward for beating a brain fingerprinting field test. To date, no one has ever succeeded in doing so.[14][2]

Use in criminal investigation

Lawrence Farwell conducts a Brain Fingerprinting test on Terry Harrington.
Lawrence Farwell conducts a Brain Fingerprinting test on serial killer JB Grinder.

Brain fingerprinting was ruled admissible in court in the reversal of the murder conviction of Terry Harrington.[6][5][15] Following a hearing on post-conviction relief on November 14, 2000, an Iowa District Court stated that the fundamental science involved in Farwell's brain fingerprinting test was well established in the scientific community, and ruled Farwell's brain fingerprinting results and expert testimony admissible in court. Later, the Iowa Supreme Court also mentioned the test, although it was viewed as incidental to the major points in the appeal that they were handling at the time.[16][17][18]

In order for the test to be ruled admissible under the prevailing Daubert standard established by the US Supreme Court, the Court required brain fingerprinting to meet several criteria:

  1. It must have been tested, peer reviewed, and published.
  2. It must produce a known, low error rate.
  3. It must be applied systematically and with set controlling standards.
  4. It must be well accepted in the relevant scientific community.[19]

In the ruling, the Court stated:

  • "In the spring of 2000, Harrington was given a test by Lawrence Farwell. The test is based on a 'P300 effect'."
  • "The P-300 effect has been recognized for nearly twenty years."
  • "The P-300 effect has been subject to testing and peer review in the scientific community."
  • "The consensus in the community of psycho-physiologists is that the P300 effect is valid."
  • "The evidence resulting from Harrington's 'brain fingerprinting' test was discovered after the fact. It is newly discovered."[6]

The relevant scientific standards for brain fingerprinting tests are specified in several peer-reviewed scientific articles.[1][2]

To sum up, the results of the brain fingerprinting test, as well as Farwell's testimony as an expert witness, were admitted.[6][20][21][22] However, the Court noted the distinction between admissibility and weight. In the circumstances of the Harrington case, the Court ruled that the weight of the brain fingerprinting evidence given by Harrington's defense would probably not have been sufficient to change the verdict in the original trial.

In a paper by Farwell and a colleague, attorney Thomas Makeig, he stated the following:

The court determined that Brain Fingerprinting was new evidence not available at the original trial and that it was sufficiently reliable to merit admission of the evidence; however, the court did not regard its weight as sufficiently compelling in light of the record as a whole as meeting its exacting standard, and thus it denied a new trial on this and the other grounds asserted by Harrington.[5]

The Iowa Supreme Court reversed Harrington's conviction, and he was released from prison after serving 24 years of a life sentence. Although the Supreme Court did not give a specific ruling on brain fingerprinting, they allowed the ruling established by the district court to stand, implicitly confirming the district court's finding regarding the admissibility of the test.[16]

Brain fingerprinting produced evidence that, had there been a trial, would have almost surely brought a conviction to serial killer James B. Grinder. In August 1999, Farwell conducted a brain fingerprinting test on Grinder at the request of Sheriff Robert Dawson of Macon County, Missouri. The test proved that the information stored in his brain matched the details of the murder of Julie Helton. Faced with a certain conviction and probable death sentence, Grinder pled guilty to the rape and murder of Julie Helton in exchange for a life sentence without parole.[1][23][24] He also confessed to the murders of three other young women.

Limitations

Both the strengths and limitations of brain fingerprinting are documented in detail in Farwell's expert witness testimony in the Harrington case as well as in his other publications and patents.[1][6][25][26][27]

Although brain fingerprinting detects brain responses that reveal what information is stored in the subject's brain, it does not detect how that information got there. As a result, if a suspect knows everything that the investigators know about the crime for some legitimate reason, then the test would not be probative. Brain fingerprinting scientific protocols require that a test will not be applied in such circumstances. [1] Examples of cases where a brain fingerprinting test is not applicable and will never be applied include the following:

  1. If a suspect acknowledges being at the crime scene but claims to be a witness instead of a perpetrator, then the fact that he knows details about the crime would not be incriminating, and the test is not applied.
  2. If a suspect and an alleged victim—say, of an alleged sexual assault—agree on the details of what events occurred, but disagree on the intent of the parties, then the test will not be applicable and will not be applied, because brain fingerprinting detects only information and not intent.

Another requirement is that a brain fingerprinting test must avoid including public information, as detecting that a suspect is aware information regarding a crime that he obtained by reading a newspaper would not be of use in a criminal investigation. However, this requirement is easily met because standard procedures in the development of the test eliminate all such information from the probes. News accounts containing many of the details of a crime do not typically interfere with the development of a brain fingerprinting test; however, they do limit the material that can be tested. Even so, there are almost always details that are not disclosed to the public, and these are the details that are utilized as the probe stimuli.[1]

Another situation where brain fingerprinting is not applicable is one where the authorities have no information about what crime may have taken place. For example, if an individual simply disappears under suspicious circumstances, but no information is known, then the authorities could not produce any probe stimuli, and it would be impossible to develop a test. Similarly, brain fingerprinting is not applicable for general screening of undesirable actions. If the investigators have no idea of what acts an individual may have committed, then there is no way to structure the appropriate stimuli to detect the telltale knowledge that would result from committing such acts.[1]

Brain fingerprinting, like all forensic techniques, does not determine whether a suspect is guilty or innocent of a crime. This is a legal determination that is made by a judge and jury, not a scientific determination that can be made by a computer or a scientist. To remain within the realm of scientific testimony, a brain fingerprinting expert witness must testify only regarding the scientific test and information stored in the brain as revealed by the test; the expert witness cannot give a verdict.[1]

Brain fingerprinting depends on the memory of the subject; therefore, brain fingerprinting results must be viewed in light of the well-known limitations on human memory and the factors affecting it. Although brain fingerprinting can provide scientific evidence regarding what information is stored in a subject's brain, it does not determine whether that information is an accurate representation of the actual events, as human menory is imperfect. This may create a challenging situation in judicial proceedings, because many judges and juries are not yet familiar with brain fingerprinting. Everyone, however, is familiar with witness testimony. Everyone knows that a truthful witness testifies not to absolute truth, but to the contents of his or her memory. Judges and juries must evaluate all witness testimony, even when the witness is believed to be truthful, in light of the limitations of human memory. This same evaluative process is necessary for brain fingerprinting. Witness testimony provides a subjective (and not always truthful) account of the contents of memory. Brain fingerprinting provides an objective account of the contents of memory. In both cases, judges and juries must evaluate the evidence in light of the well-known limitations on human memory. [1]Because in virtually every trial they apply this same evaluation to the testimony of witnesses, judges and juries are competent and prepared to evaluate and weigh brain fingerprinting evidence even if they have heretofore lacked knowledge of the technology.

Like all forensic science techniques, brain fingerprinting relies on the evidence-gathering process to provide the data to be scientifically tested. Before a brain fingerprinting test can be conducted, an investigator must discover relevant information about the crime. The investigative process depends on the skill and judgment of the investigator, so if the investigative process is carried out incorrectly, it will not produce appropriate probe stimuli. If the information that the investigator provided to the scientist to test was inaccurate, then the results may not be probative with respect to the actual crime. In making their determination about the crime and the suspect's possible role in it, the judge and jury must consider both the scientific determination and also whether the information gathered by the investigator was correct and correctly applied in the test.[1][28]

Critique of Farwell's conclusions

Although the academic community agrees on the scientific standing of brain fingerprinting and associated P300-based concealed information tests, Farwell’s conclusions regarding the value of applying this science in the real world have been met with skepticism from some commentators. Rosenfeld[29] opined that "the claims on the BF Web site are exaggerated and sometimes misleading." The same journal later published corrections to Rosenfeld's article along with Farwell's reply,[30] stating that "The purpose of this article is as follows: 1) to provide the readers of ...SRMHP with a clear, fundamental understanding of the science and technology of brain fingerprinting; 2) to correct demonstrably false and misleading statements made by Rosenfeld (2005) in a previous article in SRMHP; 3) to present the facts regarding Rosenfeld's misuse of the SRMHP article to support his subsequent false statements and false claims in other forums; and 4) to provide references to sufficient source material to verify all of the above." More comprehensive corrections to the Rosenfeld article were published in a separate monograph.[31] Four authors including Farwell's former PhD supervisor Emanuel Donchin[32] disagreed with one of Farwell's peer-reviewed publications, opining that "Farwell['s 2012 review paper] ... is misleading and misrepresents the scientific status of brain fingerprinting technology." The same journal published a reply by Farwell and FBI forensic scientist Drew Richardson entitled "Brain fingerprinting: Let's focus on the science." [33] Farwell and Richardson stated that "The authors stated their disagreement with Farwell's hypotheses, but did not cite any data that contradict the three hypotheses, nor did they propose alternative hypotheses or standards. [They] made demonstrable misstatements of fact... We provide supporting evidence for Farwell's three hypotheses, clarify several issues, correct [their] misstatements of fact, and propose that the progress of science is best served by practicing science: designing and conducting research to test and as necessary modify the proposed hypotheses and standards that explain the existing data."

Other scientists agree with Farwell’s conclusions. For example, William Iacono, a scientist unaffiliated with Farwell who testified as an expert witness along with Farwell in the Harrington case, wrote an article entitled “The Forensic Application of ‘Brain Fingerprinting:’ Why Scientists Should Encourage the Use of P300 Memory Detection Methods.” He stated: “To summarize, the GKT [guilty knowledge test or concealed information test] and its ‘brain fingerprinting’ offshoots are based on sound science. They appear to be quite effective at detecting memories stored in the brain.” [34]

See also

References

  1. ^ a b c d e f g h i j k l m n o p Farwell, Lawrence. "Brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials". Cognitive Neurodynamics. 6 (2). Springer Science+Business Media B.V.: 115–154. doi:10.1007/s11571-012-9192-2. Retrieved 2016-11-04.
  2. ^ a b c d e f g h i j k l Farwell, Lawrence; Richardson, Drew; Richardson, Graham (2013). "Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information". Cognitive Neurodynamics. 7 (4). Springer: 263–299. doi:10.1007/s11571-012-9230-0. Retrieved 2016-11-04.
  3. ^ a b c d e Farwell, L.A.; Smith, S.S. (2001). "Using Brain MERMER Testing to Detect Concealed Knowledge Despite Efforts to Conceal" (PDF). Journal of Forensic Sciences. 46 (1): 135–143. PMID 11210899.
  4. ^ Allen, J.J.B.; Iacono, W.G. (1997). "A comparison of methods for the analysis of event-related potentials in deception detection". Psychophysiology. 34: 234–240.
  5. ^ a b c Farwell, L.A.; Makeig, T. (2005). "Farwell Brain Fingerprinting in the case of Harrington v. State" (PDF). Open Court. 10 (3). Indiana Bar Association: 7–10. Retrieved 2016-11-04.
  6. ^ a b c d e Harrington v. State, Case No. PCCV 073247. Iowa District Court for Pottawattamie County, March 5, 2001
  7. ^ "Brain Fingerprinting technique used in criminal justice system". Neulaw. Center for Science and Law. 5 June 2015. Retrieved 21 September 2016.
  8. ^ Picton, T.W. "The P300 wave of the human event-related potential". PubMed. National Center for Biotechnology Information; U.S. National Library of Medicine. PMID 1464675. Retrieved 21 September 2016.
  9. ^ a b Farwell, Lawrence; Donchin, E. "The truth will out: interrogative polygraphy ("lie detection") with event-related brain potentials". PubMed. National Center for Biotechnology Information; U.S. National Library of Medicine. PMID 1758929. Retrieved 21 September 2016.
  10. ^ Farwell, L.A. (2013). "Lie Detection" in Encyclopedia of Forensic Sciences, Second Edition, J.A. Siegel and P.J. Saukko, eds, pp. 144-149. Waltham: Academic Press.
  11. ^ Farwell, L. (2014). "Brain Fingerprinting: Detection of Concealed Information" in Wiley Encyclopedia of Forensic Science, A. Jamieson and A.A. Moenssens, eds. Chichester: John Wiley. DOI: 10.1002/9780470061589.fsa1013. Published 16th June 2014
  12. ^ a b Farwell, Lawrence A.; Richardson, Drew C.; Richardson, Graham M.; Furedy, John J. (2014-12-23). "Brain fingerprinting classification concealed information test detects US Navy military medical information with P300". Frontiers in Neuroscience. Frontiers Media S.A. doi:10.3389/fnins.2014.00410. Retrieved 2016-11-04.{{cite journal}}: CS1 maint: unflagged free DOI (link)
  13. ^ Dale, S.S. (2001). "THE BRAIN SCIENTIST: Climbing Inside the Criminal Mind." TIME Magazine, Nov. 26, 2001, pp 80-81.
  14. ^ "'Brain fingerprinting' could be breakthrough in law enforcement". KOMO News. Sinclair Broadcast Group. Retrieved 21 September 2016.
  15. ^ "Brain Fingerprinting - Ruled Admissable". Science Links. Retrieved 22 September 2016.
  16. ^ a b Supreme Court of Iowa. "HARRINGTON v. STATE". FindLaw. FindLaw, a Thomson Reuters business. Retrieved 22 September 2016.
  17. ^ ABC-TV Good Morning America: Charles Gibson interviews Dr. Lawrence Farwell, "Mind-Reading Technology Tests Subject's Guilt -- Brain-Reading Technology Becomes New Tool in Courts," March 9, 2004. Accessed 2016-11-05.
  18. ^ CBS 60 Minutes: Mike Wallace interviews Dr. Lawrence Farwell, December 10, 2000."Fairfield scientist's Brain Fingerprinting featured on CBS 60 Minutes"
  19. ^ "The Daubert Standard". Forensic Sciences Simplified. National Forensic Science Technology Center. Retrieved 22 September 2016.
  20. ^ Erickson, M. J. (2007). "Daubert's Bipolar Treatment of Scientific Expert Testimony -- From Frye's Polygraph to Farwell's Brain Fingerprinting." Drake Law Review 55, 763-812.
  21. ^ Roberts, A.J. (2007). "Everything New Is Old Again: Brain Fingerprinting and Evidentiary Analogy" (PDF). Yale Journal of Law and Technology. 9. Yale Law School: 234–270. Retrieved 2016-11-05.abstract on YJOLT website
  22. ^ Moenssens, A.A., (2002) Brain Fingerprinting—Can It Be Used to Detect the Innocence of Persons Charged with a Crime? UMKC L. Rev. 70, 891-920.
  23. ^ Dalby, Beth (1999-08-17). "Farwell's Brain Fingerprinting traps serial killer in Missouri". Cutbank Pioneer Press / Fairfield Ledger. Cutbank Pioneer Press. Retrieved 2016-11-04.
  24. ^ "Dr. Larry Farwell's Brain Fingerprinting Helps to Bring a Serial Killer to Justice". Larryfarwell. Lawrence Farwell. Retrieved 25 September 2016.
  25. ^ Farwell, L.A., inventor. U.S. Patent #5,363,858: Method and Apparatus for Multifaceted Electroencephalographic Response Analysis (MERA), Nov. 15, 1994
  26. ^ Farwell, L.A., inventor. U.S. Patent #5,406,956: Method and Apparatus for Truth Detection, April 18, 1995.
  27. ^ Farwell, L.A., inventor. U.S. Patent #5,467,777: Method for Electroencephalographic Information Detection, Nov. 21, 1995.
  28. ^ Ahuja, Dhiraj. "Brain fingerprinting" (PDF). Academic Journals. Academic Journals. Retrieved 26 September 2016.
  29. ^ Rosenfeld, J. P. (2005). Brain fingerprinting: A critical analysis. Scientific Review of Mental Health Practice, 4(1), 20-37.
  30. ^ Farwell, L.A. (2011). "Brain fingerprinting: Corrections to Rosenfeld" (PDF). Scientific Review of Mental Health Practice. 8 (2): 56–68. Retrieved 2016-11-04.
  31. ^ Farwell, L.A. (2011). Brain Fingerprinting: comprehensive corrections to Rosenfeld in Scientific Review of Mental Health Practice (PDF). Seattle: Excalibur Scientific Press. pp. 1–58. Retrieved 2016-11-04.
  32. ^ Meijer, E. H., Ben-Shakhar, G., Verschuere, B., & Donchin, E. (2013). A comment on Farwell (2012): brain fingerprinting: a comprehensive tutorial review of detection of concealed information with event-related brain potentials. Cognitive Neurodynamics, 7(2), 155-158.
  33. ^ Farwell, L.A. (2013). "Brain fingerprinting: let's focus on the science—a reply to Meijer, Ben-Shakhar, Verschuere, and Donchin". Cognitive Neurodynamics. 7 (2). Springer: 159–166. doi:10.1007/s11571-012-9238-5. Retrieved 2016-11-04.
  34. ^ Iacono, W.G. (2008). "The forensic application of "Brain Fingerprinting: why scientists should encourage the use of P300 memory detection methods". The American Journal of Bioethics. 8 (1): 30–32. doi:10.1080/15265160701828550.