Decoding Neuronal Ensembles in the Human Hippocampus

被引:165
作者
Hassabis, Demis [1 ]
Chu, Carlton [1 ]
Rees, Geraint [1 ,2 ]
Weiskopf, Nikolaus [1 ]
Molyneux, Peter D. [3 ]
Maguire, Eleanor A. [1 ]
机构
[1] UCL, Inst Neurol, Wellcome Trust Ctr Neuroimaging, London WC1N 3BG, England
[2] UCL, Inst Cognit Neurosci, London WC1N 3AR, England
[3] Lionhead Studios, Guildford GU2 7YQ, Surrey, England
基金
英国惠康基金;
关键词
HUMAN BRAIN; FUNCTIONAL-DIFFERENTIATION; GRANDMOTHER-CELL; FMRI DATA; REPRESENTATION; MEMORY; NAVIGATION; ORGANIZATION; INFORMATION; EXPERIENCES;
D O I
10.1016/j.cub.2009.02.033
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: The hippocampus underpins our ability to navigate, to form and recollect memories, and to imagine future experiences. How activity across millions of hippocampal neurons supports these functions is a fundamental question in neuroscience, wherein the size, sparseness, and organization of the hippocampal neural code are debated. Results: Here, by using multivariate pattern classification and high spatial resolution functional MRI, we decoded activity across the population of neurons in the human medial temporal lobe while participants navigated in a virtual reality environment. Remarkably, we could accurately predict the position of an individual within this environment solely from the pattern of activity in his hippocampus even when visual input and task were held constant. Moreover, we observed a dissociation between responses in the hippocampus and parahippocampal gyrus, suggesting that they play differing roles in navigation. Conclusions: These results show that highly abstracted representations of space are expressed in the human hippocampus. Furthermore, our findings have implications for understanding the hippocampal population code and suggest that, contrary to current consensus, neuronal ensembles representing place memories must be large and have an anisotropic structure.
引用
收藏
页码:546 / 554
页数:9
相关论文
共 49 条
[1]  
ANDERSEN P, 2001, HIPPOCAMPUS BOOK
[2]  
[Anonymous], 2001, PATTERN CLASSIFICATI
[3]   Visual objects in context [J].
Bar, M .
NATURE REVIEWS NEUROSCIENCE, 2004, 5 (08) :617-629
[4]   The hippocampus and memory: insights from spatial processing [J].
Bird, Chris M. ;
Burgess, Neil .
NATURE REVIEWS NEUROSCIENCE, 2008, 9 (03) :182-194
[5]   Large-scale recording of neuronal ensembles [J].
Buzsáki, G .
NATURE NEUROSCIENCE, 2004, 7 (05) :446-451
[6]   Remembering the past and imagining the future: A neural model of spatial memory and imagery [J].
Byrne, Patrick ;
Becker, Suzanna ;
Burgess, Neil .
PSYCHOLOGICAL REVIEW, 2007, 114 (02) :340-375
[7]  
Cohen N. J., 1993, Memory, amnesia, and the hippocampal system
[8]   Functional differentiation along the anterior-posterior axis of the hippocampus in monkeys [J].
Colombo, M ;
Fernandez, T ;
Nakamura, K ;
Gross, CG .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (02) :1002-1005
[9]  
Daniel W.W., 1995, BUSINESS STAT MANAGE, V7th
[10]   Imaging large-scale neural activity with cellular resolution in awake, mobile mice [J].
Dombeck, Daniel A. ;
Khabbaz, Anton N. ;
Collman, Forrest ;
Adelman, Thomas L. ;
Tank, David W. .
NEURON, 2007, 56 (01) :43-57