In this paper,a class of complex-valued BAM neural networks with time-varying delays is studied.By using the Fixed-point theorem in Banach spaces,the exponential dichotomy on the set of real numbers,and some techniques of differential inequalities,sufficient conditions for the existence,unique-ness and uniform stability of almost periodic solutions of the complex-valued neural networks are ob-tained.Finally,an example is given to verify the validity and feasibility of the results.
关键词
复值神经网络/BAM神经网络/概周期解/不动点定理/一致稳定性
Key words
complex-valued neural networks/BAM neural networks/almost periodic solution/fixed point theorem/uniform stability
维普
万方数据