Mathematics of Deep Learning (English, Leonid Berlyand | Pierre-Emmanuel Jabin)
by Leonid Berlyand | Pierre-Emmanuel Jabin
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Book Details
Publisher
de Gruyter
Language
English
ISBN-13
9783119144117
ISBN-10
3119144118
Author
Leonid Berlyand | Pierre-Emmanuel Jabin
About the Book
This course aims at providing a mathematical perspective to some key elements of the so-called deep neural networks (DNNs). Much of the interest on deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point of view that emphasizes the underlying mathematical ideas. We believe that a more foundational perspective will help to answer important questions that have…
ISBN: 9783119144117
ISBN-13: 9783119144117
ISBN-10: 3119144118
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Product ID: isbn-9783119144117
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