Storage capacity of the Hopfield neural network

In this paper, a new approximate formula to probability integral is deduced using theoretical analysis combining with computer numerical simulation. The absolute storage capacity of the Hopfield neural network is analyzed with this approximate formula and a more strict result is obtained.

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Year of publication:	1997
Authors:	Zheng, Jin-Cheng ; Chen, Jian-Yong ; Shuai, Jian-Wei ; Cai, Shu-Hui ; Wang, Ren-zhi
Published in:	Physica A: Statistical Mechanics and its Applications. - Elsevier, ISSN 0378-4371. - Vol. 246.1997, 3, p. 313-319
Publisher:	Elsevier
Subject:	Neural network \| Storage capacity \| Normal distribution

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010587388