A CMOS IMPLEMENTATION OF FITZHUGH-NAGUMO NEURON MODEL

被引:102
作者
LINARES-BARRANCO, B [1 ]
SANCHEZ-SINENCIO, E [1 ]
RODRIGUEZVAZQUEZ, A [1 ]
HUERTAS, JL [1 ]
机构
[1] UNIV SEVILLA, FAC FIS, E-41012 SEVILLE, SPAIN
关键词
D O I
10.1109/4.92015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A complete derivation of neuron model is presented, starting with the description of the fundamental biological mechanisms involved in the living neural cell, followed by the mathematical model formulation extracted from these mechanisms, and a circuit theory technique to obtain a physical IC suitable circuit that emulates the derived mathematical equations culminating with the presentation of the experimental results of a chip fabricated in a 2-mu-m double-metal, double-poly CMOS process. It is emphasized that the FitzHugh-Nagumo model is very adequate for emulation of small biological systems. A reduced complexity oscillatory model suitable for implementation of relatively large neural network architectures is also introduced with several corresponding CMOS realizations and measured results.
引用
收藏
页码:956 / 965
页数:10
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