PARALLEL DYNAMICS OF THE NEURAL NETWORK WITH THE PSEUDOINVERSE COUPLING MATRIX

被引：16

作者：

HENKEL, RD

OPPER, M

机构：

[1] Inst. fur Theor. Phys., Justus-Liebig-Univ., Gessen

来源：

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL | 1991年 / 24卷 / 09期

关键词：

D O I：

10.1088/0305-4470/24/9/026

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

We investigate the parallel dynamics of the neural network with the pseudoinverse coupling matrix. Based on an exact dynamic theory we develop an approximate treatment for long timescales. The temporal development of the overlap, of correlation functions and of the remanent magnetization are investigated. We present results for deterministic and stochastic dynamics. Large-scale numerical simulations supplement our analytical findings.

引用

页码：2201 / 2218

页数：18

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