Accelerating recurrent neural network training via two stage classes and parallelization.
Zhiheng HuangGeoffrey ZweigMichael LevitBenoît DumoulinBarlas OguzShawn ChangPublished in: ASRU (2013)
Keyphrases
- recurrent neural networks
- recurrent networks
- echo state networks
- feedforward neural networks
- neural network
- neural network structure
- complex valued
- feed forward
- artificial neural networks
- training process
- hidden layer
- test set
- reservoir computing
- training algorithm
- hebbian learning
- long short term memory
- neural model
- parallel processing
- training phase
- feed forward neural networks
- neuro fuzzy
- training samples
- model selection
- nonlinear dynamic systems
- training examples
- adaptive neural
- fuzzy sets
- decision trees
- genetic algorithm
- machine learning