Can SGD Learn Recurrent Neural Networks with Provable Generalization?
Zeyuan Allen-ZhuYuanzhi LiPublished in: CoRR (2019)
Keyphrases
- recurrent neural networks
- neural network
- complex valued
- echo state networks
- feed forward
- artificial neural networks
- recurrent networks
- long short term memory
- cascade correlation
- neural model
- feedforward neural networks
- efficient learning
- hebbian learning
- reservoir computing
- hidden layer
- long term
- neural models
- nonlinear dynamic systems
- real time
- decision making
- genetic algorithm
- machine learning