Time encoding with an integrate-and-fire neuron with a refractory period
Time encoding with an integrate-and-fire neuron with a refractory period
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DOI：
10.1016/j.neucom.2004.01.022
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发表时间：
2004-06-01
期刊：
影响因子：
6
通讯作者：
Lazar, AA
中科院分区：
文献类型：
--
作者：
Lazar, AA
时间编码是将幅度信息映射到时间序列的正式方法。我们证明了在简单的条件下，用具有绝对不应期的积分-点火神经元编码的带限刺激可以在其输出端从神经元尖峰序列中无损地恢复。我们给出了一个完美恢复的算法，并给出了算法收敛的条件。(C)2003爱思唯尔B.V.保留所有权利。
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.