Theta-paced flickering between place-cell maps in the hippocampus

被引:226
作者
Jezek, Karel [1 ,2 ,3 ]
Henriksen, Espen J. [1 ,2 ]
Treves, Alessandro [1 ,2 ,4 ]
Moser, Edvard I. [1 ,2 ]
Moser, May-Britt [1 ,2 ]
机构
[1] Norwegian Univ Sci & Technol, Kavli Inst Syst Neurosci, MTFS, N-7489 Trondheim, Norway
[2] Norwegian Univ Sci & Technol, Ctr Biol Memory, MTFS, N-7489 Trondheim, Norway
[3] Acad Sci Czech Republic, Inst Physiol, Dept Physiol Memory, CR-14220 Prague 4, Krc, Czech Republic
[4] SISSA Int Sch Adv Studies, Cognit Neurosci Sect, I-34136 Trieste, Italy
基金
欧洲研究理事会;
关键词
PATH-INTEGRATION; ATTRACTOR DYNAMICS; NEURAL NETWORKS; ENVIRONMENT; CA1; MODEL; REPRESENTATIONS; INFORMATION; ASSEMBLIES; DISCHARGE;
D O I
10.1038/nature10439
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The ability to recall discrete memories is thought to depend on the formation of attractor states in recurrent neural networks(1-4). In such networks, representations can be reactivated reliably from subsets of the cues that were present when the memory was encoded, at the same time as interference from competing representations is minimized. Theoretical studies have pointed to the recurrent CA3 system of the hippocampus as a possible attractor network(3,4). Consistent with predictions from these studies, experiments have shown that place representations in CA3 and downstream CA1 tolerate small changes in the configuration of the environment but switch to uncorrelated representations when dissimilarities become larger(5-9). However, the kinetics supporting such network transitions, at the subsecond timescale, is poorly understood. Here we show in rats that instantaneous transformation of the spatial context does not change the hippocampal representation all at once but is followed by temporary bistability in the discharge activity of CA3 ensembles. Rather than sliding through a continuum of intermediate activity states, the CA3 network undergoes a short period of competitive flickering between preformed representations of the past and present environment before settling on the latter. Network flickers are extremely fast, often with complete replacement of the active ensemble from one theta cycle to the next. Within individual cycles, segregation is stronger towards the end, when firing starts to decline, pointing to the theta cycle as a temporal unit for expression of attractor states in the hippocampus. Repetition of pattern-completion processes across successive theta cycles may facilitate error correction and enhance discriminative power in the presence of weak and ambiguous input cues.
引用
收藏
页码:246 / U136
页数:6
相关论文
共 31 条
[1]
Converging Neuronal Activity in Inferior Temporal Cortex during the Classification of Morphed Stimuli [J].
Akrami, Athena ;
Liu, Yan ;
Treves, Alessandro ;
Jagadeesh, Bharathi .
CEREBRAL CORTEX, 2009, 19 (04) :760-776
[2]
STORING INFINITE NUMBERS OF PATTERNS IN A SPIN-GLASS MODEL OF NEURAL NETWORKS [J].
AMIT, DJ ;
GUTFREUND, H ;
SOMPOLINSKY, H .
PHYSICAL REVIEW LETTERS, 1985, 55 (14) :1530-1533
[3]
[Anonymous], INT J NEURAL SYST
[4]
Dynamics of memory representations in networks with novelty-facilitated synaptic plasticity [J].
Blumenfeld, Barak ;
Preminger, Son ;
Sagi, Dov ;
Tsodyks, Misha .
NEURON, 2006, 52 (02) :383-394
[5]
Attractor-Map Versus Autoassociation Based Attractor Dynamics in the Hippocampal Network [J].
Colgin, Laura L. ;
Leutgeb, Stefan ;
Jezek, Karel ;
Leutgeb, Jill K. ;
Moser, Edvard I. ;
McNaughton, Bruce L. ;
Moser, May-Britt .
JOURNAL OF NEUROPHYSIOLOGY, 2010, 104 (01) :35-50
[6]
Frequency of gamma oscillations routes flow of information in the hippocampus [J].
Colgin, Laura Lee ;
Denninger, Tobias ;
Fyhn, Marianne ;
Hafting, Torkel ;
Bonnevie, Tora ;
Jensen, Ole ;
Moser, May-Britt ;
Moser, Edvard I. .
NATURE, 2009, 462 (7271) :353-U119
[7]
Fragmentation of grid cell maps in a multicompartment environment [J].
Derdikman, Dori ;
Whitlock, Jonathan R. ;
Tsao, Albert ;
Fyhn, Marianne ;
Hafting, Torkel ;
Moser, May-Britt ;
Moser, Edvard I. .
NATURE NEUROSCIENCE, 2009, 12 (10) :1325-U155
[8]
Place cell discharge is extremely variable during individual passes of the rat through the firing field [J].
Fenton, AA ;
Muller, RU .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (06) :3182-3187
[9]
Gothard KM, 1996, J NEUROSCI, V16, P8027
[10]
Gothard KM, 1996, J NEUROSCI, V16, P823