✦ LIBER ✦

Exponential stability of numerical solutions to stochastic delay Hopfield neural networks

✍ Scribed by Li Ronghua; Pang Wan-kai; Leung Ping-kei

Book ID: 113816386
Publisher: Elsevier Science
Year: 2010
Tongue: English
Weight: 295 KB
Volume: 73
Category: Article
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2009.09.007

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Almost sure exponential stability of del

Almost sure exponential stability of delayed Hopfield neural networks

✍ Chuangxia Huang; Ping Chen; Yigang He; Lihong Huang; Wen Tan 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 187 KB

The stability of stochastic delayed Hopfield neural networks (DHNN) is investigated in this paper. Under the help of suitable Lyapunov function and the semimartingale convergence theorem, we obtain some sufficient criteria to check the almost sure exponential stability of the DHNN.

Global exponential stability of Hopfield

Global exponential stability of Hopfield neural networks with distributed delays

✍ Jie Zhou; Shuyong Li; Zhiguo Yang 📂 Article 📅 2009 🏛 Elsevier Science 🌐 English ⚖ 182 KB

Delay-dependent exponential stability re

Delay-dependent exponential stability results for uncertain stochastic Hopfield neural networks with interval time-varying delays

✍ C. Pradeep, A. Vinodkumar, R. Rakkiyappan 📂 Article 📅 2012 🏛 Springer-Verlag 🌐 English ⚖ 428 KB

Existence and exponential stability of a

Existence and exponential stability of almost periodic solutions for Hopfield neural networks with delays

✍ Bingwen Liu; Lihong Huang 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 243 KB

Robust stability for stochastic Hopfield

Robust stability for stochastic Hopfield neural networks with time delays

✍ Zidong Wang; Huisheng Shu; Jian’an Fang; Xiaohui Liu 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 198 KB

Exponential stability of Hopfield neural

Exponential stability of Hopfield neural networks with impulses

✍ Benedetta Lisena 📂 Article 📅 2011 🏛 Elsevier Science 🌐 English ⚖ 219 KB