Deep Belief Nets in C++ and CUDA C: Volume 3

Convolutional Nets



Bookstore > Books > Deep Belief Nets in C++ and CUDA C: Volume 3

Price$34.99 - $40.10
Rating
AuthorTimothy Masters
PublisherApress
Published2018
Pages176
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10148423720X
ISBN-139781484237205
EBook Hardcover Paperback

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.


  1. (7 books)


Similar Books


Deep Belief Nets in C++ and CUDA C: Volume 2

Deep Belief Nets in C++ and CUDA C: Volume 2

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 se...

Price:  $37.99  |  Publisher:  Apress  |  Release:  2018

Deep Belief Nets in C++ and CUDA C: Volume 1

Deep Belief Nets in C++ and CUDA C: Volume 1

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:  $32.13  |  Publisher:  Apress  |  Release:  2018

Applied Cryptography in .NET and Azure Key Vault

Applied Cryptography in .NET and Azure Key Vault

by Stephen Haunts

Benefit from Microsoft's robust suite of security and cryptography primitives to create a complete, hybrid encryption scheme that will protect your data against breaches. This highly practical book teaches you how to use the .NET encryption APIs and Azure Key Vault, and how they can work together to produce a robust security solution...

Price:  $29.22  |  Publisher:  Apress  |  Release:  2019

Modern Data Mining Algorithms in C++ and CUDA C

Modern Data Mining Algorithms in C++ and CUDA C

by Timothy Masters

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.As a serious data miner you will often be faced with thousands of candidate features for your prediction or classification application, ...

Price:  $33.68  |  Publisher:  Apress  |  Release:  2020

IPython Interactive Computing and Visualization Cookbook

IPython Interactive Computing and Visualization Cookbook

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:  $49.43  |  Publisher:  Packt Publishing  |  Release:  2014

Introduction to Python for Computational Science and Engineering

Introduction to Python for Computational Science and Engineering

by Hans Fangohr

This book summarises a number of core ideas relevant to Computational Engineering and Scientific Computing using Python. The emphasis is on introducing some basic Python (programming) concepts that are relevant for numerical algorithms. The later chapters touch upon numerical libraries such as numpy and scipy each of which deserves much m...

Free ebook  |  Publisher:  Self-publishing  |  Release:  2015

Introduction to Android Application Development, 4th Edition

Introduction to Android Application Development, 4th Edition

by Joseph Annuzzi, Lauren Darcey, Shane Conder

This fully reworked edition of a proven title is the most useful real-world guide to building robust, commercial-grade Androidâ„¢ apps. The content is revised and updated for the latest Android 4.3 SDK and the newest development best practices. Introduction to Androidâ„¢ Application Development: Android Essentials, Fourth Edition,covers a...

Price:  $25.00  |  Publisher:  Addison-Wesley  |  Release:  2013

Collect, Combine, and Transform Data Using Power Query in Excel and Power BI

Collect, Combine, and Transform Data Using Power Query in Excel and Power BI

by Gil Raviv

Using Power Query, you can import, reshape, and cleanse any data from a simple interface, so you can mine that data for all of its hidden insights. Power Query is embedded in Excel, Power BI, and other Microsoft products, and leading Power Query expert Gil Raviv will help you make the most of it. Discover how to eliminate time-consuming m...

Price:  $29.28  |  Publisher:  Microsoft Press  |  Release:  2018