Can SGD Learn Recurrent Neural Networks with Provable Generalization?

Zeyuan Allen-Zhu Yuanzhi Li

Published in: NeurIPS (2019)

Keyphrases

recurrent neural networks
feed forward
neural network
echo state networks
reservoir computing
complex valued
efficient learning
neural model
recurrent networks
artificial neural networks
hidden layer
feedforward neural networks
cascade correlation
long short term memory
feature selection
back propagation