Stability analysis of delayed neural networks

Arik, Sabri

doi:10.1109/81.855465

Stability analysis of delayed neural networks

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, cilt.47, sa.7, ss.1089-1092, 2000 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 47 Sayı: 7
Basım Tarihi: 2000
Doi Numarası: 10.1109/81.855465
Dergi Adı: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.1089-1092
İstanbul Üniversitesi Adresli: Evet

Özet

In this paper, we derive several sufficient conditions for the asymptotic stability of delayed neural networks. These conditions ensure the asymptotic stability of the equilibrium point of a delayed neural network independently of the delay parameter. The results obtained impose constraint conditions on the interconnection matrix of the neural system. These results are also compared with the earlier results derived in the literature.