Randall C. O'Reilly
Randall C. O'Reilly | |
|---|---|
| Born | March 1, 1967 |
| Nationality | American |
| Alma mater | Carnegie Mellon University |
| Known for | Leabra |
| Scientific career | |
| Fields | Psychology |
| Institutions | University of Colorado at Boulder |
| Thesis | The LEABRA model of neural interactions and learning in the neocortex (1996) |
| Doctoral advisor | James McClelland |
Randall Charles O'Reilly (born March 1, 1967) is a professor of psychology at the University of Colorado at Boulder.
Education
Randall O'Reilly obtained his B.A. at Harvard University and his M.S. at Carnegie Mellon University. He went on to get a Ph.D. in Psychology also at Carnegie Mellon University in 1996, under the supervision of James McClelland. He did postdoctoral work at Massachusetts Institute of Technology in the Brain and Cognitive Sciences department.[1]
Research
O'Reilly's research is aimed at developing detailed computational models of the biological basis of cognition. He is most famous for developing of the Leabra recirculating algorithm for learning in neural networks. He has developed a number of successful models of declarative memory,[2][3] the visual system,[4] and the basal ganglia circuit.[5][6]
He is one of the main developers of the Emergent neural network simulation software.[7]
References
- ^ "Randall C. O'Reilly's Home Page".
- ^ McClelland, J. L.; McNaughton, B. L.; O'Reilly, R. C. (1995). "Why there are complementary learning systems in the Hippocampus and Neocortex: Insights from the successes and failures of connectionist models of learning and memory". Psychological Review. 102 (3): 419–457. doi:10.1037/0033-295X.102.3.419.
- ^ O'Reilly, R. C.; Rudy, J. W. (2000). "Computational Principles of Learning in the Neocortex and Hippocampus". Hippocampus. 10 (4): 389–397. doi:10.1002/1098-1063(2000)10:4<389::AID-HIPO5>3.0.CO;2-P.
- ^ Herd, S. A.; O'Reilly, R. C. (2005). "Serial visual search from a parallel model". Vision Research. 45 (24): 2987–2992. doi:10.1016/j.visres.2005.07.017.
- ^ O'Reilly, R. C.; Frank, M. J. (2006). "Making working memory work: A computational model of learning in the frontal cortex and basal ganglia". Neural Computation. 18: 283–328. doi:10.1162/089976606775093909.
- ^ Frank, M. J.; Loughry, B.; O'Reilly, R. C. (2001). "Interactions between the frontal cortex and basal ganglia in working memory: A computational model". Cognitive, Affective, & Behavioral Neuroscience. 1: 137–160. doi:10.3758/CABN.1.2.137.
- ^ "The emergent neural modeling system". Neural Networks. October 2008. Retrieved 4 March 2013.
External links
- http://grey.colorado.edu/CompCogNeuro/index.php/CCNLab/oreilly_cv,Curriculum VitaeRandall C. O'Reilly
- Randall C. O'Reilly, Personal home page.
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