Extracting automata from neural networks using active learning

Deep learning is one of the most advanced forms of machine learning. Most modern deep learning models are based on an artificial neural network, and benchmarking studies reveal that neural networks have produced results comparable to and in some cases superior to human experts. However, the generate...

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Bibliographic Details
Main Authors: Zhiwu Xu, Cheng Wen, Shengchao Qin, Mengda He
Format: Article
Language:English
Published: PeerJ Inc. 2021-04-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-436.pdf