Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes

no code implementations • 7 May 2020 • S. E. Marzen, J. P. Crutchfield

Inferring models, predicting the future, and estimating the entropy rate of discrete-time, discrete-event processes is well-worn ground.

Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited

no code implementations • 17 Oct 2019 • S. E. Marzen, J. P. Crutchfield

Reservoir computers (RCs) and recurrent neural networks (RNNs) can mimic any finite-state automaton in theory, and some workers demonstrated that this can hold in practice.