Stability analysis for the generalized Hopfield neural networks with multi-level activation functions.
Yiguang LiuZhisheng YouPublished in: Neurocomputing (2008)
Keyphrases
- stability analysis
- hopfield neural network
- activation function
- neural network
- nonlinear systems
- exponential stability
- learning rate
- neural nets
- hidden layer
- feed forward
- artificial neural networks
- cellular neural networks
- learning rules
- back propagation
- global exponential stability
- sufficient conditions
- multilayer perceptron
- basis functions
- energy function
- radial basis function
- network architecture
- recurrent neural networks
- multi layer perceptron
- closed loop
- image processing
- artificial intelligence
- learning algorithm
- genetic algorithm