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Könyv Statistical Mechanics of Learning A. EngelC. Van den Broeck

Statistical Mechanics of Learning

Szerző: A. EngelC. Van den Broeck
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Cambridge University Press
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
62 824 Ft
Learning is one of the things that humans do naturally, and it has always been a challenge for us to...

Információk a könyvről

Szerző
A. EngelC. Van den Broeck
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2001
oldal
342
EAN
9780521773072
ISBN
0521773075
Enbook ID
02042672
Kiadó
Cambridge University Press
Súly
828
Méretek
254 x 181 x 20

Teljes leírás

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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