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101 0 $aeng
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200 10$aHandbook of Deep Learning Applications /$fedited by Valentina Emilia Balas, Sanjiban Sekhar Roy, Dharmendra Sharma, Pijush Samui
205   $a1st ed. 2019.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019.
215   $a1 online resource (380 pages)
225 1 $aSmart Innovation, Systems and Technologies,$x2190-3018 ;$v136
311   $a3-030-11478-3 
330   $aThis book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain?computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.
410  0$aSmart Innovation, Systems and Technologies,$x2190-3018 ;$v136
606   $aComputational intelligence
606   $aArtificial intelligence
606   $aSignal processing
606   $aImage processing
606   $aSpeech processing systems
606   $aNeural networks (Computer science) 
606   $aData mining
615  0$aComputational intelligence.
615  0$aArtificial intelligence.
615  0$aSignal processing.
615  0$aImage processing.
615  0$aSpeech processing systems.
615  0$aNeural networks (Computer science) .
615  0$aData mining.
676   $a006.3
676   $a006.31
702   $aBalas$b Valentina Emilia$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aRoy$b Sanjiban Sekhar$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aSharma$b Dharmendra$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aSamui$b Pijush$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910484552903321
996   $aHandbook of Deep Learning Applications$92849536
997   $aUNINA