Deep Belief Nets in C++ and CUDA C: Volume 1 Restricted Boltzmann Machines and Supervised Feedforward Networks /

• Κύριος συγγραφέας: Masters, Timothy (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Artificial intelligence.; Programming languages (Electronic computers).; Big data.; Artificial Intelligence.; Programming Languages, Compilers, Interpreters.; Big Data.; Big Data/Analytics.

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...

Πίνακας περιεχομένων:

• 1. Introduction
• 2. Supervised Feedforward Networks
• 3. Restricted Boltzmann Machines
• 4. Greedy Training: Generative Samplings
• 5. DEEP Operating Manual.