Can I read Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science) on EtoBox?

Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science) by Anthony L. Caterini, Dong Eui Chang, Anthony L. L. Caterini is a computer science book available to read on EtoBox.

What is Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science) about?

<p>This SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks. The authors provide tools to represent and describe neural networks, casting previous results in the field in a more natural light. In particular, the authors derive gradient descent algorithms in a unified way for several neural network structures, including multilayer perceptrons, convolutional neural networks, deep autoencoders and recurrent neural networks. Furthermore, the aut

Who reads Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science)?

Author

Anthony L. Caterini, Dong Eui Chang, Anthony L. L. Caterini

Publisher

Springer International Publishing Imprint Springer

Published

2018

Language

EN

ISBN

9783319753041

Category

computer science

Subjects

Science, Technology, Mathematics

Updated

2026-03-25