Statistical Mechanics of Learning pdf epub mobi txt 电子书下载 2024

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Engel, Andreas/ Broeck, C. Van Den

Cambridge Univ Pr

2001-3

344

$ 98.31

Pap

9780521774796

图书标签: 机器学习计算机科学计算机生物物理物理数学教材 Cambridge

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发表于2024-12-27

Statistical Mechanics of Learning epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Statistical Mechanics of Learning pdf epub mobi txt 电子书下载 2024

图书描述

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.

Statistical Mechanics of Learning 下载 mobi epub pdf txt 电子书