New sufficient conditions for the existence of stable equilibrium points in cellular neural networks (CNNs), described by space-invariant templates, are presented. Extensive simulations have shown that such conditions also guarantee the complete stability of the network.
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Civalleri et al. (1997) studied this question.
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