Time encoding with an integrate-and-fire neuron with a refractory period

被引：0
|
作者：
Lazar, AA [1 ]
机构：
[1] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
来源：
COMPUTATIONAL NEUROSCIENCE: TRENDS IN RESEARCH 2004 | 2004年
关键词：
time encoding; integrate and fire neurons; frames; time decoding;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Time encoding is a formal method of mapping amplitude information into a time sequence. We show that under simple conditions, bandlimited stimuli encoded with an integrate-and-fire neuron with an absolute refractory period can be recovered loss-free from the neural spike train at its output. We provide an algorithm for perfect recovery and derive conditions for its convergence. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码：53 / 58
页数：6
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