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Applied Mathematics-A Journal of Chinese Universities  2021, Vol. 36 Issue (1): 70-82    DOI:
    
Existence and exponential stability of almost-periodic solutions for MAM neural network with distributed delays on time scales
GAO Jin1,2 WANG Qi-ru2 LIN Yuan3
1School of Computer Sciences, Shenzhen Institute of Information Technology, Shenzhen 518172,China.
2School of Mathematics, Sun Yat-sen University, Guangzhou 510275, China.
3Department of Public Courses, Shenzhen Institute of Information Technology, Shenzhen 518172,China.
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Abstract  This paper is concerned with multidirectional associative memory neural network
with distributed delays on almost-periodic time scales. Some sufficient conditions on the existence, uniqueness and the global exponential stability of almost-periodic solutions are established. An example is presented to illustrate the feasibility and effectiveness of the obtained results.


Key wordsmultidirectional associative memory neural networks      time scales      almost-periodic solutions      exponential stability     
Published: 01 March 2021
CLC:  26E70  
  39A24  
Cite this article:

GAO Jin, WANG Qi-ru LIN Yuan. Existence and exponential stability of almost-periodic solutions for MAM neural network with distributed delays on time scales. Applied Mathematics-A Journal of Chinese Universities, 2021, 36(1): 70-82.

URL:

http://www.zjujournals.com/amjcub/     OR     http://www.zjujournals.com/amjcub/Y2021/V36/I1/70


Existence and exponential stability of almost-periodic solutions for MAM neural network with distributed delays on time scales

This paper is concerned with multidirectional associative memory neural network
with distributed delays on almost-periodic time scales. Some sufficient conditions on the existence, uniqueness and the global exponential stability of almost-periodic solutions are established. An example is presented to illustrate the feasibility and effectiveness of the obtained results.

关键词: multidirectional associative memory neural networks,  time scales,  almost-periodic solutions,  exponential stability 
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