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The sum of outer product learning rule is a traditional method to generate the weight matrix of Hopfield network. It requires all of the samples to be pairwise orthogonal, which is difficult to achieve in general conditions. In this paper, a novel approach to design the weight matrix is proposed, and it just requires samples to be linearly independent that is easy to carry out. As we all know, a group...
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