Statistical Physics of Feedforward Neural Networks

Details Statistical Physics of Feedforward Neural Networks Statistical Physics of Feedforward Neural Networks

2002-01-29

arxiv.org/abs/cond-mat/0201530v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

44 pages

Scientific paper

The article is a lightly edited version of my habilitation thesis at the University Wuerzburg. My aim is to give a self contained, if concise, introduction to the formal methods used when off-line learning in feedforward networks is analyzed by statistical physics. However, due to its origin, the article is not a comprehensive review of the field but is highly skewed towards reporting my own research.

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