Deep Belief Nets in C++ and CUDA C volume 1 Restricted Boltzmann Machines and Supervised Feedforward Networks free ebook download.

Home : Book details

Deep Belief Nets in C++ and CUDA C volume 1 Restricted Boltzmann Machines and Supervised Feedforward Networks free ebook download

Category:
Computer Science

Views: 447
Likes: 271

Catalogue

Author(s):	ep Belief Nets in C++ and CUDA C volume 1 Restricted Boltzmann Machines and Supervised Feedforward N

Date:	2017	Format:	PDF	Language:	English	ISBN/ASIN:	1484235916
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	8/19/2018 2:59:26 PM

To download click on link in the Links Table below

Description: Click to see full description

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, youll 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.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2245818	Book	http://tezfiles.com/file/e12eb02a61adc...		4.00	alex21s

Tags: Belief Boltzmann CUDA Deep Feedforward Machines Nets Networks Restricted Supervised

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: