Stability of Internal States in Recurrent Neural Networks Trained on Regular Languages.
Christian OlivaLuis Fernando Lago-FernándezPublished in: CoRR (2020)
Keyphrases
- recurrent neural networks
- internal states
- regular languages
- echo state networks
- input output
- grammatical inference
- context free languages
- regular expressions
- finite automata
- decision problems
- feed forward
- neural network
- context free grammars
- pac learning
- artificial neural networks
- context free
- pattern matching
- positive data
- sufficient conditions
- training set
- finite state machines
- statistical queries
- hidden markov models
- internal state
- matching algorithm
- learning theory
- knowledge base