Catalog Search Results
Author
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource (ix, 219 pages) : illustrations
Language
English
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...
Author
Series
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource : illustrations
Language
English
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...
Author
Publisher
Apress L.P
Pub. Date
2020
Physical Desc
1 online resource (233 pages)
Language
English
Description
Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates, or extracting useful features from measured variables. --
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