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An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks

Recently, there has been a resurgence of formal language theory in deep learning research. However, most research focused on the more practical problems of attempting to represent symbolic knowledge by machine learning. In contrast, there has been limited research on exploring the fundamental connec...

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Detalles Bibliográficos
Autores principales: Zhang, Kaixuan, Wang, Qinglong, Giles, C. Lee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835824/
https://www.ncbi.nlm.nih.gov/pubmed/33478020
http://dx.doi.org/10.3390/e23010127