Passivity analysis for uncertain BAM neural networks with time delays and reaction–diffusions
Jianping Zhou, Shengyuan Xu, Hao Yang Shen, Baoyong Zhang · International Journal of Systems Science · 2012
This article deals with the problem of passivity analysis for delayed reaction–diffusion bidirectional associative memory (BAM) neural networks with weight uncertainties. By using a new integral inequality, we first present a passivity condition for the nominal networks, and then extend the result to the case with linear fractional weight uncertainties. The proposed conditions are expressed in terms of linear matrix inequalities, and thus can be checked easily. Examples are provided to demonstrate the effectiveness of the proposed results.