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New results on impulsive type inertial bidirectional associative memory neural networks 被引量:1
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作者 Chaouki AOUITI mahjouba ben rezeg Yang CAO 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2020年第2期324-339,共16页
This paper is concerned with inertial bidirectional associative memory neural networks with mixed delays and impulsive effects.New and practical conditions are given to study the existence,uniqueness,and global expone... This paper is concerned with inertial bidirectional associative memory neural networks with mixed delays and impulsive effects.New and practical conditions are given to study the existence,uniqueness,and global exponential stability of anti-periodic solutions for the suggested system.We use differential inequality techniques to prove our main results.Finally,we give an illustrative example to demonstrate the effectiveness of our new results. 展开更多
关键词 Inertial neural networks Anti-periodic solutions Global exponential stability Impulsive effect Time-varying delay Bidirectional associative memory
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Impulsive multidirectional associative memory neural net works:New results
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作者 Chaouki Aouiti mahjouba ben rezeg 《International Journal of Biomathematics》 SCIE 2021年第7期265-298,共34页
An Impulsive Multidirectional Associative Memory Neural Network(IMAMNN)with time-varying and leakage delays is proposed.Through the use of a continuation theorem of coincidence degree theory and differential inequalit... An Impulsive Multidirectional Associative Memory Neural Network(IMAMNN)with time-varying and leakage delays is proposed.Through the use of a continuation theorem of coincidence degree theory and differential inequality techniques we establish new conditions for the existence and exponential stability of anti-periodic solutions for the model considered in this work.Moreover,two examples and its numerical simulations are presented to show the validity and the effectiveness of the results. 展开更多
关键词 Multidirectional associative memory neural network anti-periodic solution leakage delays impulsive effects global exponential stability
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