Simple model of spiking neurons

被引：3091

作者：

Izhikevich, EM ^{[1
]}

机构：

[1] Inst Neurosci, San Diego, CA 92121 USA

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS | 2003年 / 14卷 / 06期

关键词：

bursting; cortex; Hodgkin-Huxley; PCNN; quadratic integrate-and-fire; spiking; thalamus;

D O I：

10.1109/TNN.2003.820440

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons. The model combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons. Using this model, one can simulate tens of thousands of spiking cortical neurons in real time (1 ms resolution) using a desktop PC.

引用

收藏

页码：1569 / 1572

页数：4

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