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000921796 019__ $$a1090283044$$a1090441782$$a1090544059$$a1105184364
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000921796 0248_ $$a10.1007/978-981-13-6
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000921796 050_4 $$aLB1065$$b.W36 2020
000921796 08204 $$a370.15/23$$223
000921796 1001_ $$aWani, M. A.$$q(M. Arif),$$eauthor.
000921796 24510 $$aAdvances in deep learning /$$cM. Arif Wani, Farooq Ahmad Bhat, Saduf Afzal, Asif Iqbal Khan.
000921796 264_1 $$aSingapore :$$bSpringer,$$c[2020]
000921796 300__ $$a1 online resource
000921796 336__ $$atext$$btxt$$2rdacontent
000921796 337__ $$acomputer$$bc$$2rdamedia
000921796 338__ $$aonline resource$$bcr$$2rdacarrier
000921796 4901_ $$aStudies in big data ;$$vvolume 57
000921796 504__ $$aIncludes bibliographical references.
000921796 506__ $$aAccess limited to authorized users.
000921796 520__ $$aThis 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.
000921796 588__ $$aOnline resource; title from digital title page (viewed on April 30, 2019).
000921796 650_0 $$aEducation$$xData processing.
000921796 650_0 $$aLearning, Psychology of.
000921796 650_0 $$aMotivation in education.
000921796 7001_ $$aBhat, Farooq Ahmad,$$eauthor.
000921796 7001_ $$aAfzal, Saduf,$$eauthor.
000921796 7001_ $$aKhan, Asif Iqbal,$$eauthor.
000921796 77608 $$iPrint version:$$aWani, M. A. (M. Arif).$$tAdvances in deep learning.$$dSingapore : Springer, [2020]$$z9811367930$$z9789811367939$$w(OCoLC)1083459122
000921796 830_0 $$aStudies in big data ;$$vv. 57.
000921796 852__ $$bebk
000921796 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-13-6794-6$$zOnline Access$$91397441.1
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