Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures.

Abhijit Mahalunkar John D. Kelleher

Published in: ICANN (3) (2018)

Keyphrases

neural architectures
regular languages
context free languages
grammatical inference
regular expressions
neural models
finite automata
neural network
decision problems
spiking neural networks
feed forward
recurrent neural networks
context free grammars
pac learning
domain knowledge
positive data