𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Stability analysis of Hopfield neural networks with uncertainty

✍ Scribed by Xinzhi Liu; R. Dickson

Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
413 KB
Volume
34
Category
Article
ISSN
0895-7177

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

Global stability analysis in hopfield ne
Global stability analysis in hopfield neural networks
✍ Jiye Zhang πŸ“‚ Article πŸ“… 2003 πŸ› Elsevier Science 🌐 English βš– 399 KB

In this paper, one approach is employed to investigate the existence and uniqueness of the equilibrium and the global attrsctivity of Hopfield neural network models. Without assuming the boundedness, monotonicity, and differentiability of the activation functions, by using M-matrix theory, Liapunov

Stability analysis of uncertain fuzzy Ho
Stability analysis of uncertain fuzzy Hopfield neural networks with time delays
✍ M. Syed Ali; P. Balasubramaniam πŸ“‚ Article πŸ“… 2009 πŸ› Elsevier Science 🌐 English βš– 300 KB

In this paper, the global stability problem of uncertain Takagi-Sugeno (T-S) fuzzy Hopfield neural networks with time delays (TSFHNNs) is considered. A novel LMI-based stability criterion is obtained by using Lyapunov functional theory to guarantee the asymptotic stability of TSFHNNs. Here, we choos