Preprint
On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences
Abstract
We consider the class of noisy multi-layered sigmoid recurrent neural
networks with $w$ (unbounded) weights for classification of sequences of length
Authors
Pour AF; Ashtiani H
Publication date
May 28, 2023