
Introduction to the Network Approximation Method for Materials Modeling
Leonid Berlyand, Alexander G. Kolpakov, Alexei Novikov
₹4,446

An Introduction to Foundational Mathematics of Neural Nets
by Leonid Berlyand, Pierre-Emmanuel Jabin
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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.
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