عنوان

Deep belief nets in C++ and CUDA C.

148423720X

1484237218

9781484237205

9781484237212

9781484237205

Deep belief nets in C++ and CUDA C.

[Book]

Timothy Masters.

Volume 3,dollar5Convolutional nets /

New York :

Apress,

[2018]

©2018

1 online resource :

illustrations

ITpro collection

Includes bibliographical references and index.

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

0

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.

Safari Books Online

CL0500000984

9781484237205

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

Masters, Timothy

20200823032226.0

pn

[Book]

Y