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| 001 | 021333141 | ||
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| 005 | 20200528103123.0 | ||
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| 020 | _a9783319730042 | ||
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_a10.1007/978-3-319-73004-2 _2doi |
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| 035 | _a(Uk)019100192 | ||
| 037 |
_acom.springer.onix.9783319730042 _bSpringer Nature |
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_a006.312 _223 |
| 100 | 1 |
_aSkansi, Sandro, _eauthor. _0(orcid)http://orcid.org/0000-0002-3851-1186 _939797 |
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| 245 | 1 | 0 |
_aIntroduction to deep learning : _bfrom logical calculus to artificial intelligence / _cSandro Skansi. |
| 264 | 1 |
_aCham, Switzerland : _bSpringer, _c2018. |
|
| 300 |
_a1 online resource (XIII, 191 pages) : _b38 illustrations. |
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| 336 |
_atext _2rdacontent |
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| 337 |
_acomputer _2rdamedia |
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| 338 |
_aonline resource _2rdacarrier |
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| 490 | 1 |
_aUndergraduate Topics in Computer Science, _x1863-7310 |
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| 500 | _aAcademic | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 505 | 0 | _aFrom Logic to Cognitive Science -- Mathematical and Computational Prerequisites -- Machine Learning Basics -- Feed-forward Neural Networks -- Modifications and Extensions to a Feed-forward Neural Network -- Convolutional Neural Networks -- Recurrent Neural Networks -- Autoencoders -- Neural Language Models -- An Overview of Different Neural Network Architectures -- Conclusion. | |
| 506 | 1 |
_aLegal Deposit; _cOnly available on premises controlled by the deposit library and to one user at any one time; _eThe Legal Deposit Libraries (Non-Print Works) Regulations (UK). _5UkOxU |
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| 540 |
_aRestricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. _5UkOxU |
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| 546 | _aEnglish | ||
| 650 | 0 |
_aComputer science. _939798 |
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| 650 | 0 |
_aMachine learning. _938133 |
|
| 650 | 0 |
_aNeural networks (Computer science) _916199 |
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| 650 | 0 |
_aArtificial intelligence _xMathematics. _939799 |
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| 650 | 0 |
_aData mining. _939800 |
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| 650 | 0 |
_aOptical pattern recognition. _939801 |
|
| 650 | 0 |
_aCoding theory. _939802 |
|
| 650 | 0 |
_aComputer vision. _939803 |
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| 650 | 7 |
_aPattern perception. _2fast _0(OCoLC)fst01055254 _939804 |
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| 650 | 7 |
_aNeural networks (Computer science) _2fast _0(OCoLC)fst01036260 _916199 |
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| 650 | 7 |
_aImage processing. _2fast _0(OCoLC)fst00967501 _939805 |
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| 650 | 7 |
_aData mining. _2fast _0(OCoLC)fst00887946 _939800 |
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| 650 | 7 |
_aComputer science. _2fast _0(OCoLC)fst00872451 _939798 |
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| 650 | 7 |
_aCoding theory. _2fast _0(OCoLC)fst00866237 _939802 |
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| 650 | 7 |
_aComputers _xComputer Vision & Pattern Recognition. _2bisacsh _939806 |
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| 650 | 7 |
_aMathematics _xApplied. _2bisacsh _939807 |
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| 650 | 7 |
_aComputers _xInformation Theory. _2bisacsh _939808 |
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| 650 | 7 |
_aComputers _xComputer Graphics. _2bisacsh _939809 |
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| 650 | 7 |
_aPattern recognition. _2bicssc _939810 |
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| 650 | 7 |
_aMathematical modelling. _2bicssc _939811 |
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| 650 | 7 |
_aCoding theory & cryptology. _2bicssc _939812 |
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| 650 | 7 |
_aImage processing. _2bicssc _939805 |
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| 650 | 7 |
_aComputers _xDatabase Management _xData Mining. _2bisacsh _939813 |
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| 650 | 7 |
_aData mining. _2bicssc _939800 |
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| 655 | 4 |
_aElectronic books. _939814 |
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| 830 | 0 |
_aUndergraduate topics in computer science, _x1863-7310 _937973 |
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