Permanent oscillations in a 3-node recurrent neural network model

被引：5

作者：

Feng, Chunhua ^{[2
]}

O'Reilly, Christian ^{[1
]}

Plamondon, Rejean ^{[1
]}

机构：

[1] Ecole Polytech Montreal, Lab Scribens, Dept Genie Elect, Montreal, PQ H3C 3A7, Canada

[2] Guangxi Normal Univ, Dept Math, Guilin 541004, Guangxi, Peoples R China

来源：

NEUROCOMPUTING | 2010年 / 74卷 / 1-3期

基金：

加拿大自然科学与工程研究理事会;

关键词：

Recurrent neural networks; Time delays; 3 node networks; RAPID HUMAN MOVEMENTS; EXPONENTIAL STABILITY; KINEMATIC THEORY; CONTINUOUS-TIME; ARM MOVEMENTS; FUZZY SYSTEM; DELAYS; EXISTENCE; BIFURCATIONS; DYNAMICS;

D O I：

10.1016/j.neucom.2010.03.002

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we discuss the existence of oscillations in a specific recurrent neural network the 3-node network with two weight parameters and one time delay Simple and practical criteria for fixing the range of the parameters in this network model are derived Computer simulations are used to show typical patterns and to point out that these criteria are only sufficient conditions for such oscillations to happen (C) 2010 Elsevier B V All rights reserved

引用

页码：274 / 283

页数：10

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