Global convergence of neural networks with mixed time-varying delays and discontinuous neuron activations.
Jun LiuXinzhi LiuWei-Chau XiePublished in: Inf. Sci. (2012)
Keyphrases
- global convergence
- neural network
- recurrent neural networks
- global optimum
- convergence speed
- convergence analysis
- optimization methods
- convergence rate
- constrained optimization problems
- convex minimization
- hopfield neural network
- activation function
- back propagation
- globally convergent
- line search
- cellular neural networks
- feed forward
- artificial neural networks
- stability analysis
- neural network model
- fuzzy logic
- training algorithm
- particle swarm
- optimization method
- radial basis function
- exponential stability
- genetic algorithm
- hidden layer
- simulated annealing
- learning rules
- learning rate
- optimization problems
- neural nets
- associative memory
- differential evolution
- objective function