Slowing down of retrival in the hopfield model

Ghosh, M. ; Sen, A. K. ; Chakrabarti, B. K. ; Kohring, G. A. (1990) Slowing down of retrival in the hopfield model Journal of Statistical Physics, 61 (1-2). pp. 501-504. ISSN 0022-4715

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The variation of the convergence time τ, as a function of the storage capacity α is studied numerically for systems ranging in size fromN=1000 toN=16,000 neurons. τ is found to increase like τ~exp[-A(αc-α)] as one nears the critical storage capacity αc=0.142=0.002.

Item Type:Article
Source:Copyright of this article belongs to Springer.
Keywords:Hopfield Model; Neural Networks; Spin Glasses; Relaxation Time
ID Code:44884
Deposited On:23 Jun 2011 09:54
Last Modified:23 Jun 2011 09:54

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