Statistical Mechanics of Learning 2024 pdf epub mobi 电子书

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发表于2024-07-01

Statistical Mechanics of Learning 2024 pdf epub mobi 电子书

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出版者:Cambridge Univ Pr

作者:Engel, Andreas/ Broeck, C. Van Den

出品人:

页数:344

译者:

出版时间:2001-3

价格:$ 98.31

装帧:Pap

isbn号码:9780521774796

丛书系列:

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

Statistical Mechanics of Learning 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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