عنوان

Deep belief nets in C++ and CUDA C.

(Number (ISBN

148423720X

(Number (ISBN

1484237218

(Number (ISBN

9781484237205

(Number (ISBN

9781484237212

Erroneous ISBN

9781484237205

Title Proper

Deep belief nets in C++ and CUDA C.

General Material Designation

[Book]

First Statement of Responsibility

Timothy Masters.

Volume Designation

Volume 3,dollar5Convolutional nets /

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Apress,

Date of Publication, Distribution, etc.

[2018]

Date of Publication, Distribution, etc.

©2018

Specific Material Designation and Extent of Item

1 online resource :

Other Physical Details

illustrations

Series Title

ITpro collection

Text of Note

Includes bibliographical references and index.

Text of Note

1. Feedforward Networks -- 2. Programming Algorithms -- 3. CUDA Code -- 4. CONVNET Manual.

0

Text of Note

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.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

CL0500000984

International Standard Book Number

9781484237205

Parallel Title

Convolutional nets

C++ (Computer program language)

Neural networks (Computer science)

Artificial intelligence.

Business mathematics & systems.

C++ (Computer program language)

COMPUTERS-- Programming Languages-- C++.

Databases.

Neural networks (Computer science)

Programming & scripting languages: general.

COM-- 051070

UMA

Number

Edition

Class number

Masters, Timothy

Date of Transaction

20200823032226.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y