Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures.
Abhijit MahalunkarJohn D. KelleherPublished in: CoRR (2018)
Keyphrases
- neural architectures
- regular languages
- context free languages
- neural models
- grammatical inference
- regular expressions
- neural network
- finite automata
- decision problems
- context free grammars
- recurrent neural networks
- pac learning
- context free
- positive data
- xml schema
- spiking neural networks
- computational complexity
- inductive inference
- statistical queries
- feed forward
- pattern matching