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Deep Learning in Physics Research
Erdmann
ISBN: 978-3-527-41388-1
Hardcover
325 pages
November 2021
Title in editorial stage
  • Description
  • Table of Contents
  • Author Information
The book introduces the reader to Deep Learning, an advanced machine learning method to analyze data and find patterns by means of self-adapting, self-improving neural networks. After an overview of the fundamentals, the book explains the different network architectures used in Deep Learning and the different learning methods such as energy-driven, reductionist and success target learning. The last part deals with the advanced concepts of Deep Learning such as weak and unsupervised training and hybrid network architectures.
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