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Deep Learning: Algorithms and Applications

Deep Learning: Algorithms and Applications

by Witold Pedrycz and Shyi-Ming Chen
Hardback
Publication Date: 04/11/2019

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This book presents a wealth of deep-learning algorithms and demonstrates their design process. It also highlights the need for a prudent alignment with the essential characteristics of the nature of learning encountered in the practical problems being tackled. Intended for readers interested in acquiring practical knowledge of analysis, design, and deployment of deep learning solutions to real-world problems, it covers a wide range of the paradigm's algorithms and their applications in diverse areas including imaging, seismic tomography, smart grids, surveillance and security, and health care, among others. Featuring systematic and comprehensive discussions on the development processes, their evaluation, and relevance, the book offers insights into fundamental design strategies for algorithms of deep learning.
ISBN:
9783030317591
9783030317591
Category:
Artificial intelligence
Format:
Hardback
Publication Date:
04-11-2019
Publisher:
Springer Nature Switzerland AG
Country of origin:
Switzerland
Pages:
360
Dimensions (mm):
235x155mm
Weight:
0.72kg

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