Stable training method for echo state networks with output feedbacks.
Qingsong SongZuren FengMing Li LeiPublished in: ICNSC (2010)
Keyphrases
- dynamic programming
- high accuracy
- echo state networks
- training process
- error rate
- training data
- training samples
- experimental evaluation
- genetic algorithm
- training phase
- optimization method
- detection method
- input data
- cost function
- significant improvement
- preprocessing
- support vector machine
- computational cost
- multiresolution
- evolutionary algorithm
- segmentation method
- computational complexity
- training algorithm
- reinforcement learning
- data sets