Consumer brain–computer interfaces: Difference between revisions
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Revision as of 14:05, 12 June 2013
This is a comparison of brain-computer interface devices available on the consumer market.
Comparison
Device | Price | Electrodes | Sensors Interpret: | Peripheral | SDK | Released | Producer | Interface | Notes |
---|---|---|---|---|---|---|---|---|---|
MindWave | $99.95 [1] | 1[2] | 2 mental states (based on 4 brainwaves), eyeblinks[3] | Yes | Yes[4][5] | 21 March 2011; 13 years ago | NeuroSky | ||
Mindflex (Uses NeuroSky chips) | $50 [6] | 1[7] | 1 mental state | No | No | 21 December 2009; 14 years ago | Mattel (Neurosky partner[7] | ||
Emotiv EPOC | $299 [8] | 14[9] | 4 mental states (based on brainwaves), 13 conscious thoughts, facial expressions, head movements (sensed by 2 gyros)[10] | Yes | Yes[11][12] | 21 December 2009; 14 years ago | Emotiv Systems | ||
Star Wars Force Trainer (based on NeuroSky chips) | $45 [13] | 1 [7] | 1 mental state | No | No | 21 June 2009; 15 years ago | Uncle Milton (Neurosky partner[7] | ||
MindSet | $199 [14] | 1[15] | 2 mental states (based on 4 brainwaves), eyeblinks[3] | Yes | Yes[16] | March 2007; 17 years ago | NeuroSky | ||
Neural Impulse Actuator | $90 [17] | 3[18] | 2 brainwaves (Alpha & Beta), facial muscle and eye movements | Yes | Yes[19] | May 2008; 16 years ago; No longer being manufactured (EOL).[1] | OCZ Technology | ||
Mindball | $20,000 [20] | 1[21] | 1 mental state | No | No | 21 March 2003; 21 years ago | Interactive Productline | ||
XWave headset (uses NeuroSky chips) | $90 [22] | 1 | 8 EEG bands | Yes | Yes | 5 January 2011; 13 years ago (Windows and iOS apps available now, Android app available soon[23]) | PLX Devices | Bluetooth | Designed to look like a normal sports headband, no longer available |
XWave Sonic] (uses NeuroSky chips) | $100 [24] | 1 | ? | ? | ? | iOS apps available now | PLX Devices | Bluetooth | |
MyndPlay BrainBand (Uses NeuroSky chips [25]) | $158[26] | 1 | 8 EEG bands | Yes | Yes | 1 December 2011; 12 years ago | MyndPlay | Bluetooth | Soft headband, uses conductive gel for ear-clip |
Muse | $199[27] | 4 | ? | Yes | December 2013[28] | InteraXon | Bluetooth | Designed to be worn all day |
Open-source projects
The OpenEEG project offers individuals a way to build their own EEG device. The OpenEEG project estimates that building your own EEG costs $200 and takes a few weekends. The OpenEEG product was the earliest method for individuals who wanted an inexpensive EEG for personal use; today EEG enthusiasts are cannibalizing toys like the Mindflex, Force Trainer, and MindWave to build less expensive more reliable personalized EEG devices.[29][30]
Emokit is an open-source Python library for reading out sensor data from the EPOC (Emotiv Systems) by Cody Brocious. It was built by reverse-engineering the encrypted protocol.[31] Emokit has been deprecated in favour of emokit.[32]
In 2011 Make Magazine published an article on hacking NeuroSky headsets. In 2012 Hack a Day published an article on modifying NeuroSky headsets for sleep and dream research.
EEGLAB is a GNU Matlab toolbox for processing data from electroencephalography (EEG), can be used as neurofeedback tool.
OpenVibe is a LGPL software platform (C++) to design, test and use BCI.[33] The software comes with an acquisition server that is currently compatible with many EEG device including Neurosky Mindset, Emotiv EPOC (Research Edition or above) and OpenEEG. The software is developed at INRIA.
Several open-source computer programs are also available from EPFL's CNBI project.[34][35]
Technology
All of the devices listed use electroencephalography except the Neural Impulse Actuator which only uses electromyography. Some use both electroencephalography and electromyography, such as the BrainBand MindWave, EPOC, and MindSet.
References
- ^ "MindWave Store". Store.neurosky.com. Retrieved 1 November 2012.
- ^ "MindWave". Store.neurosky.com. Retrieved 1 November 2012.
- ^ a b "NeuroSky Technology". Company.neurosky.com. Retrieved 1 November 2012.
- ^ "NeuroSky Do It Yourself". Neurosky.com. Retrieved 1 November 2012.
- ^ NeuroSky Developers open source SDK
- ^ "Google Products MindFlex". Google.com. Retrieved 1 November 2012.
- ^ a b c d "Neurosky Partners". Neurosky.com. Retrieved 1 November 2012.
- ^ "Buy Epoc". Emotiv.com. Retrieved 1 November 2012.
- ^ "Emotiv headset". Emotiv.com. Retrieved 1 November 2012.
- ^ "Emotive Official Website". Emotiv.com. Retrieved 1 November 2012.
- ^ "Emotiv SDK". Emotiv.com. Retrieved 1 November 2012.
- ^ Emokit open source SDK
- ^ "Google Products Force Trainer". Google.com. Retrieved 1 November 2012.
- ^ "NeuroSky Mindset". Store.neurosky.com. Retrieved 1 November 2012.
- ^ "NeuroSky MindSet". Neurosky.com. Retrieved 1 November 2012.
- ^ "NeuroSky Developer". Developer.neurosky.com. Retrieved 1 November 2012.
- ^ "Google Products NIA". Google.com. Retrieved 1 November 2012.
- ^ "OCZ Peripherals - Neural Impulse Actuator". Ocztechnology.com. Retrieved 1 November 2012.
- ^ "pynia, a Python interface to OCZ's Neural Impulse Actuator". Code.google.com. Retrieved 1 November 2012.
- ^ Weigel, David. "Bowling With Brain Waves". Slate.com. Retrieved 1 November 2012.
- ^ "Mindball Accessories". Mindball.se. Retrieved 1 November 2012.
- ^ "Products | PLX Devices Inc - USA". Plxwave.com. Retrieved 1 November 2012.
- ^ "Products | PLX Devices Inc - USA". Plxwave.com. Retrieved 1 November 2012.
- ^ "Products | PLX Devices Inc - USA". Plxwave.com. Retrieved 1 November 2012.
- ^ http://myndplay.com/products.php?prod=9
- ^ http://myndplay.com/products.php?prod=7
- ^ http://www.huffingtonpost.com/2012/10/22/interaxon-muse-headband_n_2000860.html
- ^ http://www.indiegogo.com/projects/muse-the-brain-sensing-headband-that-lets-you-control-things-with-your-mind?c=activity
- ^ How to Hack Toy EEGs
- ^ Get ready for cybernetic fun with mind controlled Nerf gun
- ^ Python library for the Emotiv EPOC headset on Github
- ^ daeken/Emokit has been deprecated in favour of qdot/emokit on GitHub
- ^ home of the OpenViBE software
- ^ EPFL CNBI project
- ^ EPFL CNBI project
External links
- NeuroSky Official Website
- Official MyndPlay website
- Emotiv Official Website
- Interactive Productline Official Website
- OCZ NIA Official Page
- Porting Digital Memory, H+ Magazine, 25 May 2010