Daniel A. Roberts & Sho Yaida 
Principles of Deep Learning Theory [PDF ebook] 
An Effective Theory Approach to Understanding Neural Networks

The mathematical formalism of quantum theory in terms of vectors and operators in infinite-dimensional complex vector spaces is very abstract. The definitions of many mathematical quantities used do …

Alternative energy sources are becoming increasingly important in a world striving for energy independence, clean air, and a reprieve from global warming. Solar cells, wind power, and biofuels are so …

Edited by prominent researchers and with contributions from experts in their individual areas, Intelligent Energy Field Manufacturing: Interdisciplinary Process Innovations explores a new philosophy …

Written by a leading expert in the field, Industrial Plasma Engineering, Volume 2: Applications to Nonthermal Plasma Processing provides a background in the principles and applications of low tempera …

This book provides a summary of the state of science in teh field of single particle detection and measurement. The text delineates between those low performance detectors, capable of registering onl …

X-Ray Lasers 1996 provides not only an overview and progress report on this fast moving field, but also important reference material on which future work can be built. Topics covered include collisio …

Nanotechnology is changing the world in a very big way, but at the atomic and sub-atomic level. Although the roots of nanotechnology can be traced back to more than a century ago, the last three deca …

The textbook covers the background theory of various effects discussed from first principles, as clearly as possible, to introduce students to the main ideas of quantum physics and to teach the basic …

Experimental studies carried out by a spectroscopic approach, and the techniques used for investigating the acquired information, can be given a robust modern analytical framework in the design of ne …

A comprehensive introduction to the theory of special relativity for undergraduates.

• Based on the highly regarded textbook Relativity and High Energy Physics
• Includes numerous worke …