Deep Belief Nets in C++ and CUDA C: Volume 3
|Price||$34.99 - $40.10
|Format||Paper book / ebook (PDF)|
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.
Discover convolutional nets and how to use them; Build deep feedforward nets using locally connected layers, pooling layers, and softmax outputs; Master the various programming algorithms required; Carry out multi-threaded gradient computations and memory allocations for this threading; Work with CUDA code implementations of all core computations, including layer activations and gradient calculations; Make use of the CONVNET program and manual to explore convolutional nets and case studies.
by Timothy Masters
Discover the essential building blocks of a common and powerful form of deep belief net: the autoencoder. You'll take this topic beyond current usage by extending it to the complex domain for signal and image processing applications. Deep Belief Nets in C++ and CUDA C: Volume 2 also covers several algorithms for preprocessing time series ...
Price: $31.64 | Publisher: Apress | Release: 2018
by Timothy Masters
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...
Price: $34.99 | Publisher: Apress | Release: 2018
by Stephen Haunts
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Price: $29.22 | Publisher: Apress | Release: 2019
by Cyrille Rossant
IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python.IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data an...
Price: $29.99 | Publisher: Packt Publishing | Release: 2014
by Erik Seligman
Did you know that sometimes 2+2 equals 5? That wheels don't always have to be round? That you can mathematically prove there is a hippopotamus in your basement? Or how to spot four-dimensional beings as they pass through your kitchen? If not, then you need to read Math Mutation Classics.This is a collection of Erik Seligman's blog article...
Price: $24.99 | Publisher: Apress | Release: 2016
by Thomas Mailund
Discover how to write manuscripts in Markdown and translate them with Pandoc into different output formats. You'll use Markdown to annotate text formatting information with a strong focus on semantic information: you can annotate your text with information about where chapters and sections start, but not how chapter and heading captions s...
Price: $26.02 | Publisher: Apress | Release: 2019
by Francisco J. Blanco-Silva
It's essential to incorporate workflow data and code from various sources in order to create fast and effective algorithms to solve complex problems in science and engineering. Data is coming at us faster, dirtier, and at an ever increasing rate. There is no need to employ difficult-to-maintain code, or expensive mathematical engines to s...
Price: $16.48 | Publisher: Packt Publishing | Release: 2013
by David Anfinson, Kenneth Quamme
The IT Essentials: PC Hardware and Software Companion Guide supplements and complements the IT Essentials I: PC Hardware and Software v4.0 online curriculum offered by the Cisco Networking Academy Program.The Companion Guide is designed as a supplemental textbook for the Networking Academy course, offering students a portable desk referen...
Price: $3.99 | Publisher: Cisco Press | Release: 2008