| STABILITY OF BIDIRECTIONAL ASSOCIATIVE MEMORY NEURAL NETWORKS WITH DELAYS |
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| 摘 要： | In this paper the globally asymptotic stability of more general two-layer nonlinear feedback associative memory neural networks with time delays is examined. The sufficient conditions of existence, uniqueness and globally asymptotic stability of the equilibrum position are given. Finally, two interesting examples to illustrate the theory are given.
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Stability of bidirectional associative memory neural networks with delays |
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| Xiaoxin Liao,Yang Liao,Yu Liao. Stability of bidirectional associative memory neural networks with delays[J]. Journal of Electronics, 1998, 15(4): 372-377. DOI: 10.1007/s11767-998-0012-0 |
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| Authors: | Xiaoxin Liao Yang Liao Yu Liao |
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| Affiliation: | (1) Dept. of Auto. Control., Huazhong Univ. of Science & Technology, 430074 Wuhan;(2) Dept. of Computer Science, Nanjing University, 210093 Nanjing;(3) Wuhan Soundy Science & Commerce Company, 430070 Wuhan |
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| Abstract: | In this paper the globally asymptotic stability of more general two-layer nonlinear feedback associative memory neural networks with time delays is examined. The sufficient conditions of existence, uniqueness and globally asymptotic stability of the equilibrum position are given. Finally, two interesting examples to illustrate the theory are given. |
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| Keywords: | Neural networks Associative memories Stability |
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