STORAGE CAPACITY OF A DILUTED NEURAL NETWORK WITH ISING COUPLINGS

被引：12

作者：

BOUTEN, M

KOMODA, A

SERNEELS, R

机构：

[1] Limburgs Univ., Centrum., Diepenbeek

来源：

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL | 1990年 / 23卷 / 12期

关键词：

D O I：

10.1088/0305-4470/23/12/035

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

The capacity for storing random patterns in a diluted neural network is determined following the method of Gardner (1988). The non-zero coupling coefficients are restricted to take on the Ising values +or-1. Different degrees of dilution are considered. The maximum values alpha c=1.17 for the storage capacity is obtained when each neuron is connected to 63% of the other neurons.

引用

页码：2605 / 2612

页数：8

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