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Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network

โœ Scribed by Jianwei Wu; Jinwen Ma; Qiansheng Cheng


Book ID
111602163
Publisher
Springer US
Year
2004
Tongue
English
Weight
139 KB
Volume
20
Category
Article
ISSN
1370-4621

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The asymptotic memory capacity of the ge
โœ Jinwen Ma ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 90 KB

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 ฯช 1 and 2n are a lower and an upper bo