EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS

Ph.D

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Bibliographic Details
Main Author:	ZHANG LIN
Other Authors:	PHYSICS
Format:	Theses and Dissertations
Language:	English
Published:	2021
Subjects:	Complexity Science, Deep Learning, Chaos, Phase transitions, Training algorithms, Regularization
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/209009
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-209009
record_format	dspace
spelling	sg-nus-scholar.10635-2090092024-10-25T19:39:46Z EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS ZHANG LIN PHYSICS Choy Heng Lai Ling Feng Complexity Science, Deep Learning, Chaos, Phase transitions, Training algorithms, Regularization Ph.D DOCTOR OF PHILOSOPHY (FOS) 2021-11-30T18:01:06Z 2021-11-30T18:01:06Z 2021-08-17 Thesis ZHANG LIN (2021-08-17). EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/209009 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Complexity Science, Deep Learning, Chaos, Phase transitions, Training algorithms, Regularization
spellingShingle	Complexity Science, Deep Learning, Chaos, Phase transitions, Training algorithms, Regularization ZHANG LIN EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
description	Ph.D
author2	PHYSICS
author_facet	PHYSICS ZHANG LIN
format	Theses and Dissertations
author	ZHANG LIN
author_sort	ZHANG LIN
title	EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
title_short	EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
title_full	EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
title_fullStr	EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
title_full_unstemmed	EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS
title_sort	edge of chaos in deep learning models and its application to training algorithms
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/209009
_version_	1821188346111590400

EDGE OF CHAOS IN DEEP LEARNING MODELS AND ITS APPLICATION TO TRAINING ALGORITHMS

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