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On the Critical Capacity of the Hopfield Model

✍ Scribed by Jianfeng Feng; Mariya Shcherbina; Brunello Tirozzi


Publisher
Springer
Year
2001
Tongue
English
Weight
293 KB
Volume
216
Category
Article
ISSN
0010-3616

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This paper presents a theoretical analysis on the asymptotic memory capacity of the generalized Hopfield network. The perceptron learning scheme is proposed to store sample patterns as the stable states in a generalized Hopfield network. We have obtained that n Οͺ 1 and 2n are a lower and an upper bo