Deep Belief Nets in C++ and Cuda C: Volume 3: Convolutional Nets Contributor(s): Masters, Timothy (Author) |
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ISBN: 148423720X ISBN-13: 9781484237205 Publisher: Apress OUR PRICE: $58.49 Product Type: Paperback - Other Formats Published: July 2018 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Computers | Computer Science - Computers | Programming Languages - General |
Dewey: 005.13 |
Physical Information: 0.4" H x 7" W x 10" (0.75 lbs) 176 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Discover the essential building blocks of a common and powerful form of deep belief network: convolutional nets. This book 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. These models are especially useful for image processing applications. At each step Deep Belief Nets in C++ and CUDA C: Volume 3 presents 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. Source code for all routines presented in the book, and the executable CONVNET program which implements these algorithms, are available for free download. What You Will Learn
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. |