Time-dependent properties for neural networks with continuous spin variables

Banerjee, Varsha ; Puri, Sanjay (1995) Time-dependent properties for neural networks with continuous spin variables International Journal of Modern Physics B, 9 (10). pp. 1159-1169. ISSN 0217-9792

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Official URL: http://www.worldscinet.com/ijmpb/09/0910/S02179792...

Related URL: http://dx.doi.org/10.1142/S0217979295000483

Abstract

We present a continuous-time neural network model which consists of neurons with a continuous input-output relation. We use a computationally efficient discrete-time equivalent of this model to study its time-dependent properties. Detailed numerical results are presented for the behavior of the relaxation time to a target pattern as a function of the storage capacity of the network.

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Deposited On:25 Apr 2011 06:18
Last Modified:25 Apr 2011 06:18

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