On the computational power of recurrent neural networks for structures

Approximating the Semantics of Logic Programs by Recurrent Neural Networks

Applied Intelligence

Simple Strategies to Encode Tree Automata in Sigmoid Recursive Neural Networks

IEEE Transactions on Knowledge and Data Engineering

Encoding Nondeterministic Finite-State Tree Automata in Sigmoid Recursive Neural Networks

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Neural Networks for Adaptive Processing of Structured Data

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

On-line identification and reconstruction of finite automata with generalized recurrent neural networks

Neural Networks

Universal Approximation Capability of Cascade Correlation for Structures

Neural Computation

A hierarchical classification of first-order recurrent neural networks

LATA'10 Proceedings of the 4th international conference on Language and Automata Theory and Applications

A linear recurrent kernel online learning algorithm with sparse updates

Neural Networks