Hands-On Neural Network Programming with C#
- Paperback: 328 pages
- Publisher: WOW! eBook (September 29, 2018)
- Language: English
- ISBN-10: 1789612012
- ISBN-13: 978-1789612011
Hands-On Neural Network Programming with C#: Create and unleash the power of neural networks by implementing C# and .NET code and add powerful neural network capabilities to your C# enterprise applications
The goal of this book is to provide C# programmers with practical guidance in solving complex computational challenges using neural networks and C# libraries such as CNTK, and TensorFlowSharp. Hands-On Neural Network Programming with C# will take you on a step-by-step practical journey, covering everything from the mathematical and theoretical aspects of neural networks, to building your own deep neural networks into your applications with the C# and .NET frameworks.
Neural networks have made a surprise comeback in the last few years and have brought tremendous innovation in the world of artificial intelligence.
This book begins by giving you a quick refresher of neural networks. You will learn how to build a neural network from scratch using packages such as Encog, Aforge, and Accord. You will learn about various concepts and techniques, such as deep networks, perceptrons, optimization algorithms, convolutional networks, and autoencoders. You will learn ways to add intelligent features to your .NET apps, such as facial and motion detection, object detection and labeling, language understanding, knowledge, and intelligent search.
Throughout this book, you will be working on interesting demonstrations that will make it easier to implement complex neural networks in your enterprise applications.