Equivalence between local exponential stability of the unique equilibrium point and global stability for Hopfield-type neural networks with two neurons.
Xue-Bin LiangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2000)
Keyphrases
- equilibrium point
- exponential stability
- hopfield neural network
- neural network
- lyapunov function
- learning rules
- sufficient conditions
- cellular neural networks
- delay dependent
- associative memory
- energy function
- global exponential stability
- genetic algorithm
- artificial neural networks
- activation function
- neural nets
- fuzzy logic
- recurrent neural networks
- learning algorithm