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Volume 19 Issue 4
Jul.  1997
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Liao Xiaofeng, Liu Guangyuan, Yu Juebang. NEURAL NETWORKS OF BIDIRCTIONAL ASSOCIATIVE MEMORY WITH AXONAL SIGNAL TRANSMISSION DELAYS[J]. Journal of Electronics & Information Technology, 1997, 19(4): 439-444.
Citation: Liao Xiaofeng, Liu Guangyuan, Yu Juebang. NEURAL NETWORKS OF BIDIRCTIONAL ASSOCIATIVE MEMORY WITH AXONAL SIGNAL TRANSMISSION DELAYS[J]. Journal of Electronics & Information Technology, 1997, 19(4): 439-444.

NEURAL NETWORKS OF BIDIRCTIONAL ASSOCIATIVE MEMORY WITH AXONAL SIGNAL TRANSMISSION DELAYS

  • Received Date: 1995-11-20
  • Rev Recd Date: 1996-08-06
  • Publish Date: 1997-07-19
  • Bidirectional Associative Memory(BAM) models are two-layer heteroassciative networks. In this paper, conditions for the existence of equilibrium points and global stability are emphatically disscussed for BAM with axonal signal transmission delays. The correctness of obtained conclusions is verified by use of some examples. The disscussed methods are more general. The obtained results have important leading significance in the design and application of BAM.
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  • Kosko B. Bidirectional associative memories. IEEE Trans on SMC. 1988, SMC-18(1): 49-60.[2]Kosko B. Adaptive bidirectional associative memories. Appl. Opt. 1987, 26(23): 4947-4960.[3]Kosko B. Unsuperised learning in noise. IEEE Trans on NN, 1990, 1(1): 44-57.[4]Kosko B. Structural stability of unsuperised learning in feedback neural networks. IEEE Trans on AC, 1991, AC-36(7): 785-792.[5]Kosko B. Neural Networks and Fuzzy Systems--A Dynamical System Appreach to Machine Intelligence. Prentice Hall International Inc, 1992, 2-3: 38-108.[6]Mathai C.[J].Vpadhyaya B C. Performance Analysis and Application of the Bidirectional Aasocative Memory to Industrial Spectral Signatures. Proc. IJCNN 1989, Vol.l, Washington: June.1989,:-[7]廖晓峰,刘光远,虞厥邦.连续BAM网络的定性分析.电路与系统学报,1996, 1(2): 13-18.[8]Kohonen T. Self-Organzation and Associative Memery. New York: Springet Verlag, 1988.[9]Hirsch M W, Smale S. Differential Equations, Dynamical Systems and Linear Algebra: Orlando, FL: Acadmic press, 1974.[10]Michel A N, Miller R K. Qualitative Analysis of Large Scale Dynamical Systems. New York: Academic, 1977.
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