On Stability of Neural Networks by a Lyapunov Functional-Based Approach.
Jun XuDaoying PiYong-Yan CaoShouming ZhongPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2007)
Keyphrases
- neural network
- lyapunov function
- asymptotic stability
- stability analysis
- lyapunov krasovskii functional
- sufficient conditions
- fault tolerant control
- linear matrix inequality
- hopfield neural network
- nonlinear systems
- equilibrium point
- exponential stability
- feed forward
- robust stability
- nonlinear dynamics
- delay dependent
- pattern recognition
- closed loop
- genetic algorithm
- multi layer
- fuzzy systems
- fuzzy logic
- dynamical systems
- recurrent neural networks
- tracking error
- stability criterion
- real time
- control method
- neural network model
- self organizing maps
- back propagation
- adaptive neural
- control law
- control scheme
- associative memory
- multilayer perceptron
- basis functions
- lyapunov theory
- class of nonlinear systems