Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Deep Belief Nets in C++ and CUDA C: Volume 3: Convolutional Nets

Buy
Discover the essential building blocks of a common and powerful form of deep belief network: convolutional nets. This book 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. These models are especially useful for image processing applications. 

At each step Deep Belief Nets in C++ and CUDA C: Volume 3 presents 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. Source code for all routines presented in the book, and the executable CONVNET program which implements these algorithms, are available for free download.


What You Will Learn
  • Discover convolutional nets and how to use them
  • Build deep feedforward nets using locally connected layers, pooling layers, and softmax outputs
  • Master the various programming algorithms required
  • Carry out multi-threaded gradient computations and memory allocations for this threading
  • Work with CUDA code implementations of all core computations, including layer activations and gradient calculations
  • Make use of the CONVNET program and manual to explore convolutional nets and case studies


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.)

Business Continuity and Disaster Recovery for InfoSec Managers
Business Continuity and Disaster Recovery for InfoSec Managers
Every year, nearly one in five businesses suffers a major disruption to its data or voice networks or
communications systems. Since 9/11 it has become increasingly important for companies to implement a
plan for disaster recovery. This comprehensive book addresses the operational and day-to-day security
management requirements of
...
Augustine's Early Thought on the Redemptive Function of Divine Judgement (Oxford Early Christian Studies)
Augustine's Early Thought on the Redemptive Function of Divine Judgement (Oxford Early Christian Studies)
Augustine's Early Thought on the Redemptive Function of Divine Judgement considers the relationship between Augustine's account of God's judgement and his theology of grace in his early works. How does God use his law and the penal consequences of its transgression in the service of his grace,
both personally
...
Exploring Expect: A Tcl-based Toolkit for Automating Interactive Programs
Exploring Expect: A Tcl-based Toolkit for Automating Interactive Programs

Written by the author of Expect, this is the first book to explain how this part of the UNIX toolbox can be used to automate Telnet, FTP, passwd, rlogin, and hundreds of other interactive applications. Based on Tcl (Tool Command Language), Expect lets you automate interactive applications that have previously been extremely difficult to handle...


A+ Certification Practice Questions Exam Cram 2 (Exams: 220-301, 220-302)
A+ Certification Practice Questions Exam Cram 2 (Exams: 220-301, 220-302)
The A+ certification is the most popular certification program in the world, certifying more than 500,000 individuals since its inception in 1998. These exams certify readers knowledge of basic computer hardware and operating systems. This certification is extremely popular because it is essential to anybody who requires a baseline set of skills or...
Professional NFC Application Development for Android
Professional NFC Application Development for Android

A practical guide to developing and deploying Near Field Communication (NFC) applications

There has been little practical guidance available on NFC programming, until now. If you're a programmer or developer, get this unique and detailed book and start creating apps for this exciting technology. NFC enables contactless...

Foundations of WF: an Introduction to Windows Workflow Foundation
Foundations of WF: an Introduction to Windows Workflow Foundation

Have you ever spent hours coding workflow for your applications? If so, the new Microsoft Windows Workflow Foundation (WF) technology will make your life easier. Foundations of WF: An Introduction to Windows Workflow Foundation introduces you to using Visual Studio 2005 and the Windows Workflow Foundation (part of Windows Vista) to...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy