Strong convergence and almost sure exponential stability of balanced numerical approximations to stochastic delay Hopfield neural networks.
Anandaraman RathinasamyPichamuthu MayavelPublished in: Appl. Math. Comput. (2023)
Keyphrases
- exponential stability
- hopfield neural network
- terms of linear matrix inequalities
- delay dependent
- sufficient conditions
- linear matrix inequality
- global exponential stability
- cellular neural networks
- lyapunov function
- energy function
- learning rules
- convergence rate
- neural network
- genetic algorithm
- control law
- semidefinite programming