Presentation 2002/1/21
Analysis of Spike-Timing-Dependent-Plasticity Using the Fokker-Planck Equation : Applications to the rat Hippocampus and the cerebellum-like structure of electric fish
Hideyuki CATEAU, Tomoki FUKAI,
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Abstract(in English) We examine the consequences of the types of spike-timing-dependent plasticity found in the slice preparation of the rat hippocampal CA1 and in the cerebellum-like structure of electric fish using the precise Fokker-Planck equation. We find that they respectively results in intra-and inter neuron competition.
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Keyword(in English) activity-dependent / synchronous firings / stochastic process / Ornstein-Uhlenbeck process / activity regulation / Poisson process
Paper # NLP2001-88(2002-01)
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Committee NLP
Conference Date 2002/1/21(1days)
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Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Analysis of Spike-Timing-Dependent-Plasticity Using the Fokker-Planck Equation : Applications to the rat Hippocampus and the cerebellum-like structure of electric fish
Sub Title (in English)
Keyword(1) activity-dependent
Keyword(2) synchronous firings
Keyword(3) stochastic process
Keyword(4) Ornstein-Uhlenbeck process
Keyword(5) activity regulation
Keyword(6) Poisson process
1st Author's Name Hideyuki CATEAU
1st Author's Affiliation CREST, JST()
2nd Author's Name Tomoki FUKAI
2nd Author's Affiliation CREST, JST:Lab. for Mathematical Information Engineering, Department of Engineering
Date 2002/1/21
Paper # NLP2001-88(2002-01)
Volume (vol) vol.101
Number (no) 613
Page pp.pp.-
#Pages 6
Date of Issue