An analysis of global asymptotic stability of delayed cellular neural networks
IEEE TRANSACTIONS ON NEURAL NETWORKS, cilt.13, sa.5, ss.1239-1242, 2002 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 13 Sayı: 5
- Basım Tarihi: 2002
- Doi Numarası: 10.1109/tnn.2002.1031957
- Dergi Adı: IEEE TRANSACTIONS ON NEURAL NETWORKS
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.1239-1242
- Anahtar Kelimeler: delayed cellular neural networks (DCNNs), equilibrium analysis, global stability
- İstanbul Üniversitesi-Cerrahpaşa Adresli: Evet
Özet
In this paper, a new sufficient condition is given for the uniqueness and global asymptotic stability of the equilibrium point for delayed cellular neural networks (DCNNs). This condition imposes constraints on the feedback and delayed feedback matrices of a DCNN independently of the delay parameter. This result is also compared with the previous results derived in the literature.