Bayesian reconstruction of perceptual experiences from human brain activity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5638 LNAI, Issue , 2009, Pages 390-393

  Gallant, Jack ^a   Naselaris, Thomas ^a   Prenger, Ryan ^a   Kay, Kendrick ^a   Stansbury, Dustin ^a   Oliver, Michael ^a   Vu, An ^b   Nishimoto, Shinji ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b University of California at Berkeley   (United States)

Author keywords

Bayesian; Brain reading; Brain computer interface; Brain machine interface; Vision

Indexed keywords

BAYESIAN; BAYESIAN RECONSTRUCTION; BRAIN ACTIVITY; BRAIN MACHINE INTERFACE; COMPLEX PROBLEMS; ENCODING MODELS; HUMAN BRAIN; LINEAR CLASSIFIERS; NEW APPROACHES; PERCEPTUAL EXPERIENCE; PERCEPTUAL SYSTEM; SPECIFIC PROBLEMS; VISUAL STIMULUS;

BAYESIAN NETWORKS; BRAIN; BRAIN MODELS; COGNITIVE SYSTEMS; DECODING; ENCODING (SYMBOLS); IMAGE CODING; INTERFACES (COMPUTER); PROBLEM SOLVING;

BRAIN COMPUTER INTERFACE;

EID: 77951982011     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02812-0_46     Document Type: Conference Paper

References (10)

1. Carlson, T.A., Schrater, P., He, S.: Patterns of activity in the categorical representations of objects. J. Cog. Neurosci. 15, 704-717 (2003)
2. Cox, D.D., Savoy, R.L.: Functional magnetic resonance imaging (fMRI) 'brain reading': detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19, 261-270 (2003)
3. Haynes, J.D., Rees, G.: Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat. Neurosci. 8, 686-691 (2005)
4. Haynes, J.D., Rees, G.: Decoding mental states from brain activity in humans. Nat. Neurosci. Rev. 7, 523-534 (2006)
5. Hanson, S.J., Matsuka, T., Haxby, J.V.: Combinatorial codes in ventral temporal lobe for object recognition: Haxby (2001) revisited: is there a "face" area? Neuroimage 23, 156-166 (2001)
6. Kamitani, Y., Tong, F.: Decoding the visual and subjective contents of the human brain. Nat. Neurosci. 8, 679-685 (2005)
7. Kay, K.N., Naselaris, T., Prenger, R.J., Gallant, J.L.: Identifying natural images from human brain activity. Nature 452, 352-355 (2008) (Pubitemid 351430789)
8. Thirion, B., Duchesnay, E., Hubbard, E., Dubois, J., Poline, J.B., Lebihan, D., Dehaene, S.: Inverse retinotopy: inferring the visual content of images from brain activation patterns. Neuroimage 33, 1104-1116 (2006) (Pubitemid 44711998)
9. Van Essen, D.C., Gallant, J.L.: Neural mechanisms of form and motion processing in the primate visual system. Neuron 13, 1-10 (1994)
10. Wu, M.C.-K., David, S.V., Gallant, J.L.: Complete functional characterization of sensory neurons by system identification. Ann. Rev. Neurosci. 29, 477-505 (2006)