通过构造Lyapuonv函数,利用M-矩阵理论以及Yang不等式技巧,研究了一类含脉冲的非自治高阶BAM(bi-directional associative memory)神经网络周期解的全局指数稳定性,且推广了相关文献中的结果.
By constructing a new Lyapunov functional,employing the M-matrix theory and some inequality techniques,the global exponential stability of periodic solutions for non-autonomous higher-order BAM neural networks with impulse is considered,and it has greatly improve the previous results in the literature.