On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences.
Alireza Fathollah PourHassan AshtianiPublished in: CoRR (2023)
Keyphrases
- recurrent neural networks
- cascade correlation
- long sequences
- recurrent networks
- learning algorithm
- reinforcement learning
- feedforward neural networks
- echo state networks
- learning process
- feed forward
- online learning
- learning systems
- learning tasks
- input output
- biologically inspired
- real time
- long term
- artificial intelligence
- neural network