Adaptive learning rate of SpikeProp based on weight convergence analysis.
Sumit Bam ShresthaQing SongPublished in: Neural Networks (2015)
Keyphrases
- convergence analysis
- adaptive learning rate
- globally convergent
- newton method
- global convergence
- learning rate
- convergence rate
- neural network
- convergence speed
- weight vector
- global optimum
- optimality conditions
- optimization methods
- approximation methods
- learning algorithm
- step size
- simulated annealing
- multi objective