Sparse and distributed coding of episodic memory in neurons of the human hippocampus
Neurocomputational models hold that sparse distributed coding is the most efficient way for hippocampal neurons to encode episodic memories rapidly. We investigated the representation of episodic memory in hippocampal neurons of nine epilepsy patients undergoing intracranial monitoring as they discr...
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Published in: | Proceedings of the National Academy of Sciences - PNAS Vol. 111; no. 26; pp. 9621 - 9626 |
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Main Authors: | , , , , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
United States
National Academy of Sciences
01-07-2014
National Acad Sciences |
Subjects: | |
Online Access: | Get full text |
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Summary: | Neurocomputational models hold that sparse distributed coding is the most efficient way for hippocampal neurons to encode episodic memories rapidly. We investigated the representation of episodic memory in hippocampal neurons of nine epilepsy patients undergoing intracranial monitoring as they discriminated between recently studied words (targets) and new words (foils) on a recognition test. On average, single units and multiunits exhibited higher spike counts in response to targets relative to foils, and the size of this effect correlated with behavioral performance. Further analyses of the spike-count distributions revealed that (i) a small percentage of recorded neurons responded to any one target and (ii) a small percentage of targets elicited a strong response in any one neuron. These findings are consistent with the idea that in the human hippocampus episodic memory is supported by a sparse distributed neural code. |
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Bibliography: | http://dx.doi.org/10.1073/pnas.1408365111 ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Contributed by Larry R. Squire, May 14, 2014 (sent for review March 20, 2014) Author contributions: J.T.W., L.R.S., M.H.P., S.D.G., and P.N.S. designed research; M.H.P., K.A.S., D.M.T., and P.N.S. performed research; K.A.S. performed neurosurgery; D.M.T. oversaw patient clinical safety; J.T.W., Y.J., J.R.K., and P.N.S. analyzed data; and J.T.W., L.R.S., Y.J., M.H.P., S.D.G., and P.N.S. wrote the paper. |
ISSN: | 0027-8424 1091-6490 |
DOI: | 10.1073/pnas.1408365111 |