000			03731nam a22005775i 4500
001			978-3-031-39244-3
003			DE-He213
005			20250516155928.0
007			cr nn 008mamaa
008			231101s2024 sz | s |||| 0|eng d
020			_a9783031392443 _9978-3-031-39244-3
050		4	_aTK5101-5105.9
072		7	_aTJK _2bicssc
072		7	_aTEC041000 _2bisacsh
072		7	_aTJK _2thema
082	0	4	_a621.382 _223
100	1		_aSingaram, Jayakumar. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
245	1	0	_aDeep Learning Networks _h[electronic resource] : _bDesign, Development and Deployment / _cby Jayakumar Singaram, S. S. Iyengar, Azad M. Madni.
250			_a1st ed. 2024.
264		1	_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2024.
300			_aXXIII, 161 p. 71 illus., 70 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aIntroduction -- Deep Learning -- Brief survey on Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) -- Tool Set for Deep Learning Applications -- Data-Set Design and Data Labeling -- DL Model: Design and Development -- Training and Testing of DL Model -- Deploying DL in Jetson Nano -- Deploying DL in Android Phone -- Deploying DL in Ultra96-V2 Field Programmable Gate Array (FPGA) -- Conclusion.
520			_aThis textbook presents multiple facets of design, development and deployment of deep learning networks for both students and industry practitioners. It introduces a deep learning tool set with deep learning concepts interwoven to enhance understanding. It also presents the design and technical aspects of programming along with a practical way to understand the relationships between programming and technology for a variety of applications. It offers a tutorial for the reader to learn wide-ranging conceptual modeling and programming tools that animate deep learning applications. The book is especially directed to students taking senior level undergraduate courses and to industry practitioners interested in learning about and applying deep learning methods to practical real-world problems. The unique features of this book are: Easy-to-understand description of the multiple facets of design, development and deployment of deep learning networks; Practical tools that facilitate understanding of underlying technology; Covers wide-ranging conceptual modeling and programming tools that animate deep learning applications.
541			_fUABC ; _cPerpetuidad
650		0	_aTelecommunication.
650		0	_aMachine learning.
650		0	_aComputational intelligence.
650		0	_aPattern recognition systems.
650	1	4	_aCommunications Engineering, Networks.
650	2	4	_aMachine Learning.
650	2	4	_aComputational Intelligence.
650	2	4	_aAutomated Pattern Recognition.
700	1		_aIyengar, S. S. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
700	1		_aMadni, Azad M. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783031392436
776	0	8	_iPrinted edition: _z9783031392450
776	0	8	_iPrinted edition: _z9783031392467
856	4	0	_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-39244-3
912			_aZDB-2-ENG
912			_aZDB-2-SXE
942			_cLIBRO_ELEC
999			_c273564 _d273563