Isbn: 9780521774796 - statistical mechanics of learning (20 risultati)

Lingua: Inglese
Editore: Cambridge University Press (edition Illustrated), 2010
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Paperback. Condizione: New. Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference.…

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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference.…

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Condizione: New. Artificial neural networks, learning, statistical mechanics; background material in mathematics and physics; examples and exercises; textbook/reference. Num Pages: 344 pages, 1 table 136 exercises. BIC Classification: UYA; UYQ. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 247 x 174 x 18. Weight in Grams: 696. . 2010. Illustrated. Paperback. . . . . Books ship from the US and Ireland.…

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Paperback. Condizione: New. Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference.…

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Condizione: New. Artificial neural networks, learning, statistical mechanics; background material in mathematics and physics; examples and exercises; textbook/reference. Num Pages: 344 pages, 1 table 136 exercises. BIC Classification: UYA; UYQ. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 247 x 174 x 18. Weight in Grams: 696. . 2010. Illustrated. Paperback. . . . .…

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Paperback. Condizione: new. Paperback. Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference. Artificial neural networks provide a simple framework for describing learning from examples. This account of 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. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 mathe.…
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Taschenbuch. Condizione: Neu. Statistical Mechanics of Learning | A. Engel (u. a.) | Taschenbuch | Kartoniert / Broschiert | Englisch | 2010 | Cambridge University Press | EAN 9780521774796 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.…