Deep Learning_ Fundamentals, Theory and Applications_Kaizhu Huang, Amir Hussain, Qiu-Feng Wang, Rui Zhang.pdf

Cognitive Computation Trends 2 Series Editor: Amir Hussain Deep Learning: Fundamentals, Theory and Applications Kaizhu Huang · Amir Hussain Qiu-Feng Wang Rui Zhang Editors Cognitive Computation Trends Volume 2 Series Editor Amir Hussain School of Computing Edinburgh Napier University Edinburgh, UK Cognitive Computation Trends is an exciting new Book Series covering cutting- edge research, practical applications and future trends covering the whole spectrum of multi-disciplinary fields encompassed by the emerging discipline of Cognitive Computation. The Series aims to bridge the existing gap between life sciences, social sciences, engineering, physical and mathematical sciences, and humanities. The broad scope of Cognitive Computation Trends covers basic and applied work involving bio-inspired computational, theoretical, experimental and integrative accounts of all aspects of natural and artificial cognitive systems, including: perception, action, attention, learning and memory, decision making, language processing, communication, reasoning, problem solving, and consciousness. More information about this series athttp://www.springer.com/series/15648 Kaizhu Huang • Amir Hussain • Qiu-Feng Wang Rui Zhang Editors DeepLearning: Fundamentals,Theory andApplications 123 Editors Kaizhu Huang Xi’an Jiaotong-Liverpool University Suzhou, China Amir Hussain School of Computing Edinburgh Napier University Edinburgh, UK Qiu-Feng Wang Xi’an Jiaotong-Liverpool University Suzhou, China Rui Zhang Xi’an Jiaotong-Liverpool University Suzhou, China ISSN 2524-5341 ISSN 2524-535X (electronic) Cognitive Computation Trends ISBN 978-3-030-06072-5 ISBN 978-3-030-06073-2 (eBook) https://doi.org/10.1007/978-3-030-06073-2 Library of Congress Control Number: 2019930405 © Springer Nature Switzerland AG 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reu