| 000 | 02309 a2200277 4500 | ||
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| 003 | NISER | ||
| 005 | 20260130115004.0 | ||
| 008 | 260130b |||||||| |||| 00| 0 hin d | ||
| 020 |
_a9781848726482 _qPaperback |
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| 040 |
_aNISER LIBRARY _beng _cNISER LIBRARY |
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| 082 | 0 | 4 |
_a616.89 _bLEV-I |
| 100 | 1 | _aLevine, Daniel S. | |
| 245 | 1 | 0 | _aIntroduction to neural and cognitive modeling |
| 250 | _a3rd edition | ||
| 260 |
_aNew York, NY : _bRoutledge, _c2019. |
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| 300 |
_axiii, 463 pages : _billustrations (black and white) ; _c23 cm. |
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| 504 | _aIncludes bibliographical references and index. | ||
| 520 | _aThis textbook provides a general introduction to the field of neural networks. Thoroughly revised and updated from the previous editions of 1991 and 2000, the current edition concentrates on networks for modeling brain processes involved in cognitive and behavioral functions. Part one explores the philosophy of modeling and the field’s history starting from the mid-1940s, and then discusses past models of associative learning and of short-term memory that provide building blocks for more complex recent models. Part two of the book reviews recent experimental findings in cognitive neuroscience and discusses models of conditioning, categorization, category learning, vision, visual attention, sequence learning, behavioral control, decision making, reasoning, and creativity. The book presents these models both as abstract ideas and through examples and concrete data for specific brain regions. The book includes two appendices to help ground the reader: one reviewing the mathematics used in network modeling, and a second reviewing basic neuroscience at both the neuron and brain region level. The book also includes equations, practice exercises, and thought experiments. | ||
| 650 | 0 | _aNeural networks (Neurobiology) | |
| 650 | 0 | _aNeural networks (Computer science) | |
| 650 | 0 |
_aPsychology _xCognitive psychology |
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| 650 | 0 |
_aBrain _xComputer simulation |
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| 856 | 4 | 1 |
_3Table of contents _uhttps://books.google.de/books?id=0_d1DwAAQBAJ&pg=PR5&hl=de&source=gbs_selected_pages&cad=1#v=onepage&q&f=false |
| 856 | 4 | 1 |
_3Reviews _uhttps://www.goodreads.com/book/show/20920875-introduction-to-neural-and-cognitive-modeling?ref=nav_sb_ss_1_13#CommunityReviews |
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_cBK _2udc |
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| 999 |
_c36714 _d36714 |
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