Deep Belief Nets in C++ and CUDA C: Volume 3

Book Name: Deep Belief Nets in C++ and CUDA C: Volume 3
Author: Timothy Masters
Publisher: Apress
ISBN-10: 148423720X
Year: 2018
Pages: 176
Language: English
File size: 1.59 MB
File format: PDF

Deep Belief Nets in C++ and CUDA C: Volume 3 Pdf Book Description:

Discover the vital building blocks of a common and strong type of profound belief system: convolutional nets. This publication demonstrates how the arrangement of those elegant models is a lot nearer to that of individual brains than conventional neural networks; they’ve a’thought process’ that’s capable of learning abstract theories built from simpler primitives. These models are particularly helpful for image processing programs.

At every step Deep Belief Nets in C++ and CUDA C: Volume 3 gifts instinctive motivation, a list of the most significant equations applicable to the subject, and finishes with exceptionally commented code to get threaded computation on contemporary CPUs in addition to massive parallel processing on computers using CUDA-capable video display cards. Source code for several patterns presented in the publication, as well as also the executable CONVNET app which implements these calculations, can be found for complimentary download.