Online sequential echo state network with sparse RLS algorithm for time series prediction.
Cuili YangJunfei QiaoZohaib AhmadKaizhe NieLei WangPublished in: Neural Networks (2019)
Keyphrases
- learning algorithm
- preprocessing
- regularized least squares
- objective function
- recurrent neural networks
- dynamic programming
- worst case
- improved algorithm
- detection algorithm
- cost function
- computational cost
- experimental evaluation
- echo state networks
- optimization algorithm
- segmentation algorithm
- particle swarm optimization
- neural network
- np hard
- significant improvement
- k means
- computational complexity
- energy function
- matching algorithm
- convergence rate
- search space
- image segmentation
- genetic algorithm