New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks
Künye
Özcan, N., Arık, S. & Tavşanoğlu, A. V., (2003). New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks. Istanbul University Journal of Electrical and Electronics Engineering, 3(1), 699-706.Özet
This paper presents new criteria for the existence of stable equilibrium points in the total saturation region for cellular neural networks (CNNs). It is shown that the results obtained can be used to derive some complete stability conditions for some special classes of CNNs such as positive cell-linking CNNs, opposite-sign CNNs and dominant-template CNNs. Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs.