Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Deep Belief Nets In C++ And Cuda C: Volume 1: Restricted Boltzmann Machines And Supervised Feedforward NetworksISBN13:9781484235904ISBN10:1484235908Author:Masters, Timothy (Author)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 The Routines And Algorithms Presented In The Book Are Available In The Code Download, Which Also Contains Some Libraries Of Related Routines What You Will Learnemploy Deep Learning Using C++ And Cuda Cwork With Supervised Feedforward Networks Implement Restricted Boltzmann Machines Use Generative Samplingsdiscover Why These Are Importantwho This Book Is Forthose Who Have At Least A Basic Knowledge Of Neural Networks And Some Prior Programming Experience, Although Some C++ And Cuda C Is Recommended Binding:Paperback, PaperbackPublisher:ApressPublication Date:2018-06-02Weight:0.9 lbsDimensions:0.49'' H x 10'' L x 7'' WNumber of Pages:219Language:English
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Location: USA
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Book Title: Deep Belief Nets In C++ And Cuda C: Volume 1: Restricted Bol...
Item Length: 10in.
Item Width: 7in.
Author: Timothy Masters
Publication Name: Deep Belief Nets in C++ and CUDA C: Volume 1 : Restricted Boltzmann Machines and Supervised Feedforward Networks
Format: Trade Paperback
Language: English
Publisher: Apress L. P.
Publication Year: 2018
Type: Textbook
Item Weight: 16 Oz
Number of Pages: IX, 219 Pages
