Combining synaptic and cellular resonance in a feed-forward neuronal network

被引:8
作者
Drover, Jonathan D. [1 ]
Tohidi, Vahid
Bose, Amitabha
Nadim, Farzan
机构
[1] New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USA
[2] Rutgers State Univ, Dept Biol Sci, Newark, NJ 07102 USA
关键词
synaptic resonance; cellular resonance; subthreshold oscillations;
D O I
10.1016/j.neucom.2006.10.135
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We derive a mathematical theory to explain the subthreshold resonance response of a neuron to synaptic input. The theory shows how a neuron combines information from its intrinsic resonant properties with those of the synapse to determine the neuron's generalized resonance response. Our results show that the maximal response of a postsynaptic neuron can lie between the preferred intrinsic frequency of the neuron and the synaptic resonance frequency. We compare our theoretical results to parallel findings on experiments of the crab pyloric central pattern generator. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:2041 / 2045
页数:5
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