Improved stability criteria for recurrent neural networks with interval time-varying delays via new Lyapunov functionals.
Won Il LeeSeok Young LeePooGyeon ParkPublished in: Neurocomputing (2015)
Keyphrases
- recurrent neural networks
- lyapunov krasovskii functional
- asymptotic stability
- delay dependent
- exponential stability
- sufficient conditions
- stability analysis
- neural network
- linear matrix inequality
- terms of linear matrix inequalities
- feed forward
- equilibrium point
- reservoir computing
- robust stability
- echo state networks
- artificial neural networks
- feedforward neural networks
- lyapunov function
- stability criterion
- recurrent networks
- closed loop
- hopfield neural network
- neuro fuzzy
- fuzzy logic
- machine learning
- cascade correlation
- nonlinear systems
- real time
- cellular neural networks
- neural model
- semidefinite programming