Presentation 2009-07-13
Trade-off between cell-to-cell synchronization and trial-to-trial reliability in recurrent networks of spiking neurons : Noise-induced synchronization between nonlinear systems
Jun-nosuke TERAMAE, Tomoki FUKAI,
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Abstract(in English) We study response reliability of spike firing in a coupled network of neurons receiving fluctuating inputs. We can study the reliability as spike synchronization between copies of the network driven by a common set of noisy inputs. To extend the theory of noise-induced synchronization between oscillators to between networks, we derive the distribution function of spike time differences between networks. We elucidate how precision depends on couplings among neurons and cell-to-cell spike synchronization.
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Keyword(in English) Temporal coding / Rate coding / Synchronization / Stochastic differential equations
Paper # NLP2009-19,NC2009-12
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Committee NLP
Conference Date 2009/7/6(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) Trade-off between cell-to-cell synchronization and trial-to-trial reliability in recurrent networks of spiking neurons : Noise-induced synchronization between nonlinear systems
Sub Title (in English)
Keyword(1) Temporal coding
Keyword(2) Rate coding
Keyword(3) Synchronization
Keyword(4) Stochastic differential equations
1st Author's Name Jun-nosuke TERAMAE
1st Author's Affiliation RIKEN, Brain Science Institute()
2nd Author's Name Tomoki FUKAI
2nd Author's Affiliation RIKEN, Brain Science Institute
Date 2009-07-13
Paper # NLP2009-19,NC2009-12
Volume (vol) vol.109
Number (no) 124
Page pp.pp.-
#Pages 2
Date of Issue