عنوان

Deep learning :

(Number (ISBN

3030317609

(Number (ISBN

9783030317607

Erroneous ISBN

3030317595

Erroneous ISBN

9783030317591

Title Proper

Deep learning :

General Material Designation

[Book]

Other Title Information

algorithms and applications /

First Statement of Responsibility

Witold Pedrycz, Shyi-Ming Chen, editors.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2020].

Specific Material Designation and Extent of Item

1 online resource (xii, 360 pages) :

Other Physical Details

illustrations (some color).

Series Title

Studies in computational intelligence,

Volume Designation

volume 865

ISSN of Series

1860-949X ;

Text of Note

Includes bibliographical references and index.

Text of Note

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

0

Text of Note

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.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030317607

International Standard Book Number

9783030317591

Computer algorithms.

Machine learning.

Computer algorithms.

Machine learning.

Number

Edition

Class number

Chen, Shyi-Ming

Pedrycz, Witold,1953-

Date of Transaction

20200823094315.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y