O'Reilly logo

Deep Belief Nets in C++ and CUDA C: Volume 1: Restricted Boltzmann Machines and Supervised Feedforward Networks by Timothy Masters

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

© Timothy Masters 2018

Timothy Masters, Deep Belief Nets in C++ and CUDA C: Volume 1, https://doi.org/10.1007/978-1-4842-3591-1_1

1. Introduction

Timothy Masters

(1)Ithaca, New York, USA

This book is intended primarily for readers who already have at least a basic knowledge of neural networks but are interested in learning about, experimenting with, and perhaps even programming deep belief nets. The salient features of this book are the following:

  • The book provides motivation for the deep belief net paradigm.

  • It presents the most important equations for the most common deep belief net components and justifies them to a modest degree.

  • The book provides training, execution, and analysis algorithms for common deep belief net paradigms in language-independent ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required