0
Your cart

Your cart is empty

Books > Computing & IT > Computer programming > Programming languages

Buy Now

Deep Belief Nets in C++ and CUDA C: Volume 1 - Restricted Boltzmann Machines and Supervised Feedforward Networks (Paperback, 1st ed.) Loot Price: R783
Discovery Miles 7 830
You Save: R185 (19%)
Deep Belief Nets in C++ and CUDA C: Volume 1 - Restricted Boltzmann Machines and Supervised Feedforward Networks (Paperback,...

Deep Belief Nets in C++ and CUDA C: Volume 1 - Restricted Boltzmann Machines and Supervised Feedforward Networks (Paperback, 1st ed.)

Timothy Masters

 (sign in to rate)
List price R968 Loot Price R783 Discovery Miles 7 830 | Repayment Terms: R73 pm x 12* You Save R185 (19%)

Bookmark and Share

Expected to ship within 10 - 15 working days

Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. The first of three in a series on C++ and CUDA C deep learning and belief nets, Deep Belief Nets in C++ and CUDA C: Volume 1 shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a thought process that is capable of learning abstract concepts built from simpler primitives. As such, you'll see that a typical deep belief net can learn to recognize complex patterns by optimizing millions of parameters, yet this model can still be resistant to overfitting. All the routines and algorithms presented in the book are available in the code download, which also contains some libraries of related routines. What You Will Learn Employ deep learning using C++ and CUDA C Work with supervised feedforward networks Implement restricted Boltzmann machines Use generative samplings Discover why these are important Who This Book Is For Those who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.

General

Imprint: Apress
Country of origin: United States
Release date: April 2018
First published: 2018
Authors: Timothy Masters
Dimensions: 254 x 178 x 19mm (L x W x T)
Format: Paperback
Pages: 219
Edition: 1st ed.
ISBN-13: 978-1-4842-3590-4
Categories: Books > Business & Economics > Business & management > Business mathematics & systems > General
Books > Computing & IT > Computer programming > Programming languages > General
Books > Computing & IT > Applications of computing > Databases > General
Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN: 1-4842-3590-8
Barcode: 9781484235904

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

Partners