Two-Dimensional Hodgkin-Huxley Equations for Investigating a Basis of Pulse-Processing Neural Networks
Two-Dimensional Hodgkin-Huxley Equations for Investigating a Basis of Pulse-Processing Neural Networks
复制标题
用于研究脉冲处理神经网络基础的二维 Hodgkin-Huxley 方程
DOI：
10.1007/bfb0020137
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发表时间：
1997
期刊：
影响因子：
--
通讯作者：
A. Hirose
中科院分区：
文献类型：
--
作者：
A. Hirose
脉冲处理神经网络有望比传统的射速网络执行更精细、更重要的信号处理。该体系结构更多地基于生物神经系统，因此，作为研究生物神经网络中脉冲信号的动力学的基础，例如动作电位(信号脉冲)的相互作用是非常重要的。本文提出了二维Hodgkin-Huxley方程，用于介观分析和综合膜的传播和相互作用等电势活动。该方法使我们能够用一种通用的方法来描述信号的脉冲动力学。
Pulse-processing neural networks are expected to perform more delicate and essential signal processing than conventional firing-rate networks. The architecture is based on biological nerve systems much more and, hence, it is very important as a basis to investigate the dynamics of pulse signals in biological neural networks such as interactions of action potential (signal pulses. In this paper, two-dimensional Hodgkin-Huxley equations are proposed for a mesoscopic analysis and synthesis of membrane potential activities such as propagation and interaction. The proposed method will enable us to describe signal pulse dynamics by a universal method.
影响因子：
5.5
作者：
HODGKIN, AL;HUXLEY, AF
通讯作者：
HUXLEY, AF