Cargando…

Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited

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. We test the capability of generalized linear models, RCs, and Long Short-Term Memory (LSTM) RNN architectures to predict the st...

Descripción completa

Detalles Bibliográficos
Autores principales: Marzen, Sarah E., Crutchfield, James P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774624/
https://www.ncbi.nlm.nih.gov/pubmed/35052116
http://dx.doi.org/10.3390/e24010090