A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks.
Owen MarschallKyunghyun ChoCristina SavinPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- recurrent neural networks
- recurrent networks
- echo state networks
- feedforward neural networks
- learning algorithm
- batch mode
- feed forward
- online learning
- neural network
- hidden layer
- training algorithm
- training examples
- complex valued
- multilayer neural networks
- online training
- feed forward neural networks
- back propagation
- neural model
- supervised learning
- artificial neural networks
- training samples
- real time
- deep architectures
- reservoir computing
- active learning
- machine learning
- long short term memory
- training process
- online algorithms
- training data
- training set
- machine learning algorithms
- learning process
- learning machines
- data mining
- learning tasks
- genetic algorithm
- cascade correlation
- short term