de Gruyter
Mathematics of Deep Learning (English, Leonid Berlyand | Pierre-Emmanuel Jabin)
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Book Details
| ISBN-13 | 9783119144117 |
| ISBN-10 | 3119144118 |
Product Description
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
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