Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Deep Belief Nets in C++ and CUDA C: Volume 1: Restricted Boltzmann Machines and Supervised Feedforward Networks

Buy
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.
 

 

(HTML tags aren't allowed.)

Smart Electricity Distribution Networks
Smart Electricity Distribution Networks

Smart distribution networks are one of the key research topics of countries looking to modernise electric power networks. Smart Electricity Distributions Networks aims to provide a basic discussion of the smart distribution concept and new technologies related to it, including distributed energy resources (DERs), demand side...

Object-Oriented Design Using Java
Object-Oriented Design Using Java

This text is an introduction to object-oriented (OO) design for second-year or higher undergraduate computer science students. It discusses software design and implementation in terms of “elegance,” which is defined in Chapter 1. It reviews the concepts of object-oriented programming and then covers fundamental software...

Ranking Queries on Uncertain Data (Advances in Database Systems)
Ranking Queries on Uncertain Data (Advances in Database Systems)

Uncertain data is inherent in many important applications, such as environmental surveillance, market analysis, and quantitative economics research. Due to the importance of those applications and rapidly increasing amounts of uncertain data collected and accumulated, analyzing large collections of uncertain data has become an important task....


Immunoassay
Immunoassay

Immunoassays are among the most powerful and sensitive technologies now available for patient diagnosis and monitoring. This book is an indispensable guide to information on the theory and practice of immunoassays. It discusses the scientific basis of these technologies in a logical, organized, and heuristic manner and provides protocols for...

Professional iPhone and iPad Database Application Programming (Wrox Professional Guides)
Professional iPhone and iPad Database Application Programming (Wrox Professional Guides)

A much-needed resource on database development and enterprise integration for the iPhone

An enormous demand exists for getting iPhone applications into the enterprise and this book guides you through all the necessary steps for integrating an iPhone app within an existing enterprise. Experienced iPhone developers will learn...

Secrets of Podcasting : Audio Blogging for the Masses
Secrets of Podcasting : Audio Blogging for the Masses
If you thought Internet radio was cool, wait 'til you experience podcasting--regular audio programs delivered via the Internet, which you can listen to when you want, where you want! Here to lead you into this brave, new world of mass audio blogging--and quite possibly change your listening habits forever--is a fun, fact-filled guide that shows you...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy