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Deep Learning: Algorithms and Applications Witold Pedrycz

Deep Learning: Algorithms and Applications By Witold Pedrycz

Deep Learning: Algorithms and Applications by Witold Pedrycz


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Deep Learning: Algorithms and Applications Summary

Deep Learning: Algorithms and Applications by Witold Pedrycz

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 paradigms 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.

Table of Contents

Preface.- Chapter 1.Activation Functions.- Chapter 2.Adversarial Examples in Deep Neural Networks: An Overview.- Chapter 3.Representation Learning in Power Time SeriesForecasting, etc.

Additional information

NPB9783030317591
9783030317591
3030317595
Deep Learning: Algorithms and Applications by Witold Pedrycz
New
Hardback
Springer Nature Switzerland AG
2019-11-04
360
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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