Deep Belief Nets in C++ and CUDA C. Volume 1, Restricted Boltzmann machines and supervised feedforward networks /

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Masters, Timothy (Autor)
Otros Autores: Patnayak, Chinmaya (technical reviewer.)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Apress, [2018]
Temas:
Neural networks (Computer science)
C++ (Computer program language)
Neural Networks, Computer
Réseaux neuronaux (Informatique)
C++ (Langage de programmation)
Programming & scripting languages: general.
Databases.
Business mathematics & systems.
Artificial intelligence.
COMPUTERS > General.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 1. Introduction
  • 2. Supervised Feedforward Networks
  • 3. Restricted Boltzmann Machines
  • 4. Greedy Training: Generative Samplings
  • 5. DEEP Operating Manual.

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