Bounds on the complexity of recurrent neural network implementations of finite state machines

Constructing deterministic finite-state automata in recurrent neural networks

Journal of the ACM (JACM)

Theory of neuromata

Journal of the ACM (JACM)

On the effect of analog noise in discrete-time analog computations

Neural Computation

Computing with continuous-time Liapunov systems

STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing

Estimates of average complexity of neurocontrol algorithms

Neural Networks

Finite-state computation in analog neural networks: steps towards biologically plausible models?

Emergent neural computational architectures based on neuroscience

Some Afterthoughts on Hopfield Networks

SOFSEM '99 Proceedings of the 26th Conference on Current Trends in Theory and Practice of Informatics on Theory and Practice of Informatics

Robust Implementaion of Finite Automata by Recurrent RBF Networks

SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics

Finite-State Computation in Analog Neural Networks: Steps towards Biologically Plausible Models?

Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing

Continuous-time symmetric Hopfield nets are computationally universal

Neural Computation

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

Neural Networks

General-purpose computation with neural networks: a survey of complexity theoretic results

Neural Computation

On the Computational Complexity of Binary and Analog Symmetric Hopfield Nets

Neural Computation

Stable Encoding of Finite-State Machines in Discrete-Time Recurrent Neural Nets with Sigmoid Units

Neural Computation

Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

The complexity of regular(-like) expressions

DLT'10 Proceedings of the 14th international conference on Developments in language theory

An associative cortical model of language understanding and action planning

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II

Learning symbolic representations of hybrid dynamical systems

The Journal of Machine Learning Research