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Indexed by:期刊论文

Date of Publication:2011-10-01

Journal:7th International Conference on Scientific Computing and Applications

Included Journals:SCIE、EI、CPCI-S、Scopus

Volume:236

Issue:5,SI

Page Number:753-758

ISSN No.:0377-0427

Key Words:Complex-valued neural networks; Bidirectional associative memory; Fixed point

Abstract: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.