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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Bibliographic Details
Main Authors: Kaixuan Zhang, Qinglong Wang, C. Lee Giles
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/23/1/127