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

Power outages have considerable social and economic impacts, and effective protection schemes are crucial to avoiding them. While most textbooks focus on the transmission and distribution aspects of …

This book covers the main physical mechanisms and the different contributions (1/f noise, shot noise, etc.) behind electronic fluctuations in various spintronic devices. It presents the first compreh …

This book provides an overview on nanostructured thermoelectric materials and devices, covering fundamental concepts, synthesis techniques, device contacts and stability, and potential applications, …

‘This is very unique and promises to be an extremely useful guide to a host of workers in the field. They have given a generalized presentation likely to cover most if not all situations to be encoun …

This handy pocket reference provides a wealth of practical information relating to solar energy and solar energy technologies. Topics covered include solar radiation and its detailed measurement, the …

As the new century came, the world began to turn its back on the reckless developments of the past that resulted in global pollution and the deep misery it entails, a climate getting out of kilter, t …

This reference examines the tremendous benefits produced by the use of superconductivity, including the realization of a commercial fusion reactor for the generation of electricity. Providing a compr …

In the past 30 years, organic conjugated molecules have received a lot of attention in research because of their unique combination of active properties typical of semiconductors and the technologica …

This book is an introduction to Lagrangian mechanics, starting with Newtonian physics and proceeding to topics such as relativistic Lagrangian fields and Lagrangians in General Relativity, electrodyn …

The book describes a statistical approach to the basics of plasma physics. …