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Parameters identification problems for Hopfield-type neural network equations

✍ Scribed by Quanfang Wang; Dexing Feng; Daizhan Cheng


Book ID
108395876
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
267 KB
Volume
152
Category
Article
ISSN
0096-3003

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## Abstract When solving optimization problems on Hopfield neural networks, good solutions are not obtained due to convergence to local minima of the energy function. The Boltzmann machine can escape from local minima because of its stochastic behavior, but the computation time is very long to reac