The convergence analysis of SpikeProp algorithm with smoothing L1∕2 regularization.
Junhong ZhaoJacek M. ZuradaJie YangWei WuPublished in: Neural Networks (2018)
Keyphrases
- convergence analysis
- optimal solution
- worst case
- np hard
- convergence rate
- learning algorithm
- cost function
- neural network
- optimality conditions
- optimization algorithm
- hybrid algorithm
- global convergence
- newton method
- particle swarm optimization algorithm
- model selection
- particle swarm optimization
- dynamic programming