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Neural Networks and Numerical Analysis: 6 (De Gruyter Series in Applied and Numerical Mathematics, 6) - Hardcover

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

Bruno Després

 
9783110783124: Neural Networks and Numerical Analysis: 6 (De Gruyter Series in Applied and Numerical Mathematics, 6)

Synopsis

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.

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About the Author

Bruno Després, Sorbonne University, France.

"About this title" may belong to another edition of this title.