Yongkun Li, Yaping Ren
Abstract:
This paper concerns the exponential convergence of
bidirectional associative memory (BAM) neural networks
with unbounded distributed delays. Sufficient
conditions are derived by exploiting the exponentially fading
memory property of delay kernel functions. The method is based on
comparison principle of delay differential equations and does not
need the construction of any Lyapunov functions.
Submitted July 14, 2008. Published September 26, 2008.
Math Subject Classifications: 92B20, 34K20.
Key Words: Bidirectional associative memory networks;
delay kernels; exponential convergence.
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Yongkun Li Department of Mathematics, Yunnan University Kunming, Yunnan 650091, China email: yklie@ynu.edu.cn | |
Yaping Ren School of Statistics and Mathematics Yunnan University of Finance and Economics Kunming 650221, China email: ren_yaping5@yahoo.com.cn |
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