Isbn: 9783030464431 - statistical field theory for neural networks (lecture notes in physics, band 970) (5 Ergebnisse)

Zustand: New. In English.

Softcover. Zustand: Gut. 203 S. Ex-library with stamp and library-signature in good condition, some traces of use. C-02784 9783030464431 Sprache: Englisch Gewicht in Gramm: 1050.

Paperback. Zustand: Brand New. 203 pages. 9.00x6.25x0.50 inches. In Stock.

Taschenbuch. Zustand: Neu. Statistical Field Theory for Neural Networks | Moritz Helias (u. a.) | Taschenbuch | Lecture Notes in Physics | xvii | Englisch | 2020 | Springer | EAN 9783030464431 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. …

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These powerful analytical techniques, which are well established in other fields of physics, are the basis of current developments and offer solutions to pressing open problems in theoretical neuroscience and also machine learning. They enable a systematic and quantitative understanding of the dynamics in recurrent and stochastic neuronal networks. This book is intended for physicists, mathematicians, and computer scientists and it is designed for self-study by researchers who want to enter the field or as the main text for a one semester course at advanced undergraduate or graduate level. The theoretical concepts presented in this book are systematically developed from the very beginning, which only requires basic knowledge of analysis and linear algebra.…