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Genetic Algorithm Enlarges the Capacity of Associative Memory

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概要 We propose a genetic algorithm for mutually connected neural networks to obtain a higher capacity of associative memory. In Hopfield network as an associative memory system, the memory capacity is at ...most 15% of the number of neurons. Here we applied our method to the Hopfield network, and obtained the capacity of 33%. We conjectured that this is due to both asymmetry and sparseness of the connection matrix introduced by the genetic algorithm.続きを見る

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登録日 2009.04.22
更新日 2020.10.13