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Statistical Field Theory for Neural Networks
Engelsk
Bogcover for Statistical Field Theory for Neural Networks af Moritz Helias, David Dahmen, 9783030464431
Specifikationer
Sprog:
Engelsk
Sider:
203
ISBN-13:
9783030464431
Indbinding:
Paperback
ISBN-10:
3030464431
Udg. Dato:
21 aug 2020
Størrelse i cm:
15,6 x 23,4 x 2,3
Oplagsdato:
21 aug 2020
Forfatter(e):

Statistical Field Theory for Neural Networks

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
203
ISBN-13:
9783030464431
Indbinding:
Paperback
ISBN-10:
3030464431
Udg. Dato:
21 aug 2020
Størrelse i cm:
15,6 x 23,4 x 2,3
Oplagsdato:
21 aug 2020
Forfatter(e):
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