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Statistical mechanics of learning /
Artificial neural networks provide a simple framework for describing learning from examples. This coherent account of important concepts and techniques of statistical mechanics and their application to learning theory comes with background material in mathematics and physics, plus many examples and...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, UK ; New York, NY :
Cambridge University Press,
2001.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | Artificial neural networks provide a simple framework for describing learning from examples. This coherent account of important concepts and techniques of statistical mechanics and their application to learning theory comes with background material in mathematics and physics, plus many examples and exercises, making it ideal for courses, self-teaching, or reference. |
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| Descripción Física: | 1 online resource (xi, 329 pages) : illustrations |
| Bibliografía: | Includes bibliographical references (pages 313-325) and index. |
| ISBN: | 051102021X 9780511020216 9781139164542 1139164546 0511148054 9780511148057 9780511049828 051104982X |