Neural Networks and Numerical Analysis

Language: English

Published by De Gruyter, DE, 2022

3110783126 / 9783110783124

Series: Book 6 of 6 - De Gruyter Series in Applied and Numerical Mathematics

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This book uses numerical analysis as the main tool to investigate methods in machine learning and neural networks. The efficiency of neural network representations for general functions and for polynomial functions is studied in detail, together with an original description of the Latin hypercube method and of the ADAM algorithm for training. Furthermore, unique features include the use of Tensorflow for implementation session, and the description of on going research about the construction of new optimized numerical schemes.

Seller Inventory # LU-9783110783124

Title
Neural Networks and Numerical Analysis
Author
Bruno Després
Publisher
De Gruyter, DE
Publication year
2022
Condition
New
Binding
Hardback
Language
English
ISBN 10
3110783126
ISBN 13
9783110783124
Item weight
434 grams
Series
Book 6 of 6: De Gruyter Series in Applied and Numerical Mathematics

Rarewaves.com USA

London, London, United Kingdom

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