| 000 | 02711aam a22005291i 4500 | ||
|---|---|---|---|
| 999 |
_c29992 _d29992 |
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| 003 | CUTN | ||
| 005 | 20190822113834.0 | ||
| 008 | 180830s2018 sz a ob 001 0 eng d | ||
| 020 | _a9783319944630 | ||
| 020 | _a3319944630 | ||
| 020 |
_z9783319944623 _a9783319944623 |
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| 041 | _aEnglish | ||
| 042 | _aukblsr | ||
| 082 | 0 | 4 |
_a006.32 _223 _bAGG |
| 100 | 1 | _aAggarwal, Charu C., | |
| 245 | 1 | 0 |
_aNeural networks and deep learning : _ba textbook / _cCharu C. Aggarwal. |
| 260 |
_aCham, Switzerland : _bSpringer, _c2018. |
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| 300 |
_a1 online resource (xxiii, 497 pages) : _billustrations (some color). |
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| 500 | _aAcademic | ||
| 505 | 0 |
_t1 An Introduction to Neural Networks. _t2 Machine Learning with Shallow Neural Networks. _t3 Training Deep Neural Networks. _t4 Teaching Deep Learners to Generalize. _t5 Radical Basis Function Networks. _t6 Restricted Boltzmann Machines. _t7 Recurrent Neural Networks. _t8 Convolutional Neural Networks. _t9 Deep Reinforcement Learning. _t10 Advanced Topics in Deep Learning. |
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| 520 | _a This book covers both classical and modern models in deep learning. The chapters of this book span three categories: The basics of neural networks: Many traditional machine learning models can be understood as special cases of neural networks. An emphasis is placed in the first two chapters on understanding the relationship between traditional machine learning and neural networks. Support vector machines, Read more... | ||
| 650 | 0 | _aComputer science. | |
| 650 | 0 | _aNeural networks (Computer science) | |
| 650 | 0 | _aMachine learning. | |
| 650 | 7 | _aComputers | |
| 650 | 7 | _aComputers | |
| 650 | 7 | _aComputer networking & communications. | |
| 650 | 7 | _aComputer architecture & logic design. | |
| 650 | 0 |
_aArtificial intelligence. _94 |
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| 650 | 0 | _aInformation systems. | |
| 650 | 7 | _aComputers | |
| 650 | 7 |
_aArtificial intelligence. _94 |
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| 942 |
_2ddc _cBOOKS |
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| 100 | 1 | _eauthor. | |
| 504 | _aIncludes bibliographical references and index. | ||
| 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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| 650 | 7 |
_xOnline Services _xGeneral. _2bisacsh |
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| 650 | 7 |
_xSystems Architecture _xGeneral. _2bisacsh |
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| 650 | 7 | _2bicssc | |
| 650 | 7 | _2bicssc | |
| 650 | 7 |
_xIntelligence (AI) & Semantics. _2bisacsh |
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| 650 | 7 | _2bicssc | |
| 655 | 4 | _aElectronic books. | |