Release Time:2019-03-11  Hits:

Indexed by: Journal Article

Date of Publication: 2011-10-01

Journal: 7th International Conference on Scientific Computing and Applications

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

Volume: 236

Issue: 5,SI

Page Number: 753-758

ISSN: 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.