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论文类型：期刊论文

发表时间：2011-10-01

发表刊物：7th International Conference on Scientific Computing and Applications

收录刊物：SCIE、EI、CPCI-S、Scopus

卷号：236

期号：5,SI

页面范围：753-758

ISSN号：0377-0427

关键字：Complex-valued neural networks; Bidirectional associative memory; Fixed point

摘要：A discrete complex-valued bidirectional associative memory (CVBAM) is considered. The input and output of CVBAM are bipolar complex numbers, of which the two components take the value of either -1 or 1. We prove that the stored patterns are all fixed points of CVBAM provided certain sufficient conditions are satisfied. It is shown that each fixed point belongs to a fixed point group which consists of four fixed points. Supporting numerical results are provided. (C) 2011 Elsevier B.V. All rights reserved.