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.
complex-valued neural networksBAM neural networksalmost periodic solutionfixed point theoremuniform stability
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