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  • Yayın
    New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks
    (2003) Özcan, Neyir; Arık, Sabri; Tavşanoğlu, Ahmet Vedat
    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.
  • Yayın
    New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks
    (IEEE, 2003) Özcan, Neyir; Arık, Sabri; Tavşanoğlu, Ahmet Vedat
    A new criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks (CNN) was presented. It was 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. The model of the CNN whose dynamical behavior was described by the state equations was discussed.