New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks
Yükleniyor...
Dosyalar
Tarih
2003
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IEEE
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
Anahtar Kelimeler
Algorithms, Cellular networks, Cellular neural nets, Cellular neural networks, Chaos, CNNS, Dominant-template CNNs, Eigenvalues and eigenfunctions, Equations, Feedback, Image processing, Intelligent networks, Matrix algebra, Neural networks, Nonlinear networks, Nonsymmetric CNN, Opposite-sign CNNs, Positive cell-linking CNNs, Stability, Stability analysis, Stability conditions, Stable equilibrium points, Sufficient conditions, System stability, Total saturation region, Vectors
Kaynak
Proceedings - IEEE International Symposium on Circuits and Systems
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
5
Sayı
Künye
Özcan, N., Arık, S. & Tavşanoğlu, A. V. (2003). New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks. Paper presented at the Proceedings - IEEE International Symposium on Circuits and Systems, 5, 753-756. doi:10.1109/ISCAS.2003.1206422
