Global Convergence of Continuous-Time Recurrent Neural Networks with Delays.
Weirui ZhaoHuanshui ZhangPublished in: ISNN (1) (2006)
Keyphrases
- recurrent neural networks
- global convergence
- global optimum
- convergence speed
- convergence rate
- convergence analysis
- optimization methods
- markov chain
- feed forward
- constrained optimization problems
- neural network
- echo state networks
- recurrent networks
- convex minimization
- line search
- optimal control
- feedforward neural networks
- artificial neural networks
- state space
- reservoir computing
- nonlinear dynamic systems
- cascade correlation
- globally convergent
- optimization method
- dynamical systems
- objective function
- newton method
- step size
- particle swarm
- hybrid algorithm
- simulated annealing
- optimal solution
- multiscale