Neural Network Programming with Java - Second Edition

Create and unleash the power of neural networks by implementing professional Java code

Neural Network Programming with Java - Second Edition

Fabio M. Soares, Alan M. F. Souza

Create and unleash the power of neural networks by implementing professional Java code
Mapt Subscription
FREE
$30.00/m after trial
eBook
$25.20
RRP $35.99
Save 29%
Print + eBook
$44.99
RRP $44.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$25.20
$44.99
$29.99 p/m after trial
RRP $35.99
RRP $44.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Neural Network Programming with Java - Second Edition Book Cover
Neural Network Programming with Java - Second Edition
$ 35.99
$ 25.20
Deep Learning: Practical Neural Networks with Java Book Cover
Deep Learning: Practical Neural Networks with Java
$ 67.99
$ 47.60
Buy 2 for $35.00
Save $68.98
Add to Cart

Book Details

ISBN 139781787126053
Paperback269 pages

Book Description

Want to discover the current state-of-art in the field of neural networks that will let you understand and design new strategies to apply to more complex problems? This book takes you on a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with Java, giving you everything you need to stand out.

You will first learn the basics of neural networks and their process of learning. We then focus on what Perceptrons are and their features. Next, you will implement self-organizing maps using practical examples. Further on, you will learn about some of the applications that are presented in this book such as weather forecasting, disease diagnosis, customer profiling, generalization, extreme machine learning, and characters recognition (OCR). Finally, you will learn methods to optimize and adapt neural networks in real time.

All the examples generated in the book are provided in the form of illustrative source code, which merges object-oriented programming (OOP) concepts and neural network features to enhance your learning experience.

Table of Contents

What You Will Learn

  • Develop an understanding of neural networks and how they can be fitted
  • Explore the learning process of neural networks
  • Build neural network applications with Java using hands-on examples
  • Discover the power of neural network’s unsupervised learning process to extract the intrinsic knowledge hidden behind the data
  • Apply the code generated in practical examples, including weather forecasting and pattern recognition
  • Understand how to make the best choice of learning parameters to ensure you have a more effective application
  • Select and split data sets into training, test, and validation, and explore validation strategies

Authors

Table of Contents

Book Details

ISBN 139781787126053
Paperback269 pages
Read More

Read More Reviews

Recommended for You

Deep Learning: Practical Neural Networks with Java Book Cover
Deep Learning: Practical Neural Networks with Java
$ 67.99
$ 47.60
Machine Learning: End-to-End guide for Java developers Book Cover
Machine Learning: End-to-End guide for Java developers
$ 75.99
$ 53.20
Java: Data Science Made Easy Book Cover
Java: Data Science Made Easy
$ 67.99
$ 47.60
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 28.00
Architecting Modern Java EE Applications Book Cover
Architecting Modern Java EE Applications
$ 39.99
$ 28.00
Linux: Powerful Server Administration Book Cover
Linux: Powerful Server Administration
$ 79.99
$ 56.00