عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
978-1-4398-1536-6 (Ebook-PDF)
NATIONAL BIBLIOGRAPHY NUMBER
Number
3824
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Subspace learning of neural networks
General Material Designation
[electronic resources]
First Statement of Responsibility
/ Jian Cheng Lv, Jiliu Zhou, Zhang Yi.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton ; London ; New York
Name of Publisher, Distributor, etc.
: CRC Press Taylor & Franicis Group
Date of Publication, Distribution, etc.
, 2011.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxii, 233 pages
Other Physical Details
: illustrations, tables.
SERIES
Series Title
Automation and Control Engineering (Boca Raton).
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 213-228) and index.
SUMMARY OR ABSTRACT
Text of Note
Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.
TOPICAL NAME USED AS SUBJECT
Entry Element
Neural networks (Computer science).
Entry Element
Computer algorithms.
UNCONTROLLED SUBJECT TERMS
Subject Term
Computer science.
Subject Term
Neural networks.
Subject Term
Computer algorithms.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Cheng Lv, Jian,
Relator Code
Author
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Entry Element
Zhou, Jiliu,
Entry Element
Yi, Zhang,
Relator Code
Cllaborator
Relator Code
Cllaborator
ORIGINATING SOURCE
Country
ایران
Agency
Central Library of the Kurdistan University
e
BL
280328
a
Y
