Event-driven simulation of neural population synchronization facilitated by electrical coupling

被引：10

作者：

Carrillo, Richard R. ^{[1
]}

Ros, Eduardo

Barbour, Boris

Boucheny, Christian

Coenen, Olivier

机构：

[1] Univ Granada, ETSI Informat, Dept Comp Architecture & Technol, E-18071 Granada, Spain

[2] Ecole Normale Super, CNRS, UMR 8544, Neurobiol Lab, F-75230 Paris 05, France

[3] INRIA, Lab GRAVIR, Rhone Alpes, France

[4] Sony Comp Sci Lab Paris, F-75005 Paris, France

来源：

BIOSYSTEMS | 2007年 / 87卷 / 2-3期

关键词：

event-driven; spiking neuron; neural synchronization; electrical coupling;

D O I：

10.1016/j.biosystems.2006.09.023

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Most neural communication and processing tasks are driven by spikes. This has enabled the application of the event-driven simulation schemes. However the simulation of spiking neural networks based on complex models that cannot be simplified to analytical expressions (requiring numerical calculation) is very time consuming. Here we describe briefly an event-driven simulation scheme that uses pre-calculated table-based neuron characterizations to avoid numerical calculations during a network simulation, allowing the simulation of large-scale neural systems. More concretely we explain how electrical coupling can be simulated efficiently within this computation scheme, reproducing synchronization processes observed in detailed simulations of neural populations. (c) 2006 Elsevier Ireland Ltd. All rights reserved.

引用

页码：275 / 280

页数：6

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