Multistability of Second-Order Competitive Neural Networks With Nondecreasing Saturated Activation Functions

Abstract

In this paper, second-order interactions are introduced into competitive neural networks (NNs) and the multistability is discussed for second-order competitive NNs (SOCNNs) with nondecreasing saturated activation functions. Firstly, based on decomposition of state space, Cauchy convergence principle, and inequality technique, some sufficient conditions… (More)
DOI: 10.1109/TNN.2011.2164934

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Cite this paper

@article{Nie2011MultistabilityOS, title={Multistability of Second-Order Competitive Neural Networks With Nondecreasing Saturated Activation Functions}, author={Xiaobing Nie and Jinde Cao}, journal={IEEE Transactions on Neural Networks}, year={2011}, volume={22}, pages={1694-1708} }