Stability analysis for the generalized Hopfield neural networks with multi-level activation functions
作者： Yiguang Liu , Zhisheng You
DOI: 10.1016/J.NEUCOM.2008.06.002
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摘要: Abstract Using the continuity property of neuron state variables and Lyapunov functional, this paper religiously gives sufficient conditions ensuring equilibrium number, local stable global stability complete Hopfield neural networks with multi-level activation functions. Compared known relevant literatures, obtained results are more precise. Finally, three examples employed to illustrate criteria.
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