Existence and stability of almost periodic solutions for BAM neural networks with proportional delays and operators
In order to investigate the existence and generalized exponential stability of almost periodic solutions for a class of neutral type BAM neural networks with proportional delays and operators,firstly,by constructing a space of almost periodic functions and using the principle of compressed fixed points,sufficient conditions are obtained to ensure the existence of almost periodic solutions for the system.Final-ly,using differential inequality techniques,sufficient conditions are obtained to ensure the generalized ex-ponential stability of almost periodic solutions for the system.It was found that if the parameters of the system satisfy certain conditions,then the almost periodic solution of the system exists and is generalized exponentially stable,and the obtained results are independent of proportional delay.The conclusions ob-tained have advanced the relevant work in existing literature.
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