Advances in deep learning / M. Arif Wani, Farooq Ahmad Bhat, Saduf Afzal, Asif Iqbal Khan.
2020
LB1065 .W36 2020
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Can lend chapters, not whole ebooks
Details
Title
Advances in deep learning / M. Arif Wani, Farooq Ahmad Bhat, Saduf Afzal, Asif Iqbal Khan.
ISBN
9789811367946 (electronic book)
9811367949 (electronic book)
9789811367939
9811367930
9811367949 (electronic book)
9789811367939
9811367930
Published
Singapore : Springer, [2020]
Language
English
Description
1 online resource
Item Number
10.1007/978-981-13-6
Call Number
LB1065 .W36 2020
Dewey Decimal Classification
370.15/23
Summary
This book introduces readers to both basic and advanced concepts in deep network models. It covers state-of-the-art deep architectures that many researchers are currently using to overcome the limitations of the traditional artificial neural networks. Various deep architecture models and their components are discussed in detail, and subsequently illustrated by algorithms and selected applications. In addition, the book explains in detail the transfer learning approach for faster training of deep models; the approach is also demonstrated on large volumes of fingerprint and face image datasets. In closing, it discusses the unique set of problems and challenges associated with these models.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from digital title page (viewed on April 30, 2019).
Series
Studies in big data ; v. 57.
Available in Other Form
Advances in deep learning.
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