Téléchargez le livre : Deep Belief Nets in C++ and CUDA C: Volume 1

Deep Belief Nets in C++ and CUDA C: Volume 1

Restricted Boltzmann Machines and Supervised Feedforward Networks

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Éditeur :

Apress


Paru le : 2018-04-23



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Description

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 theroutines 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.
Pages
219 pages
Collection
n.c
Parution
2018-04-23
Marque
Apress
EAN papier
9781484235904
EAN PDF
9781484235911
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
21
Taille du fichier
4086 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
31,64 €
EAN EPUB
9781484235911
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
21
Taille du fichier
1987 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
31,64 €

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