Dynamical features simulated by recurrent neural networks

被引：7
|
作者：
Botelho, F [1 ]
机构：
[1] Univ Memphis, Dept Math Sci, Memphis, TN 38152 USA
来源：
NEURAL NETWORKS | 1999年 / 12卷 / 4-5期
关键词：
neural network; brain-state-in-a box;
D O I：
10.1016/S0893-6080(99)00026-X
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The evolution of two-dimensional neural network models with rank one connecting matrices and saturated linear transfer functions is dynamically equivalent to that of piecewise linear maps on an interval. It is shown that their iterative behavior ranges from being highly predictable, where almost every orbit accumulates to an attracting fixed point, to the existence of chaotic regions with cycles of arbitrarily large period. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：609 / 615
页数：7
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