Book Image

Neural Network Programming with Java

By : Alan M. F. Souza, Fabio M. Soares
Book Image

Neural Network Programming with Java

By: Alan M. F. Souza, Fabio M. Soares

Overview of this book

<p>Vast quantities of data are produced every second. In this context, neural networks become a powerful technique to extract useful knowledge from large amounts of raw, seemingly unrelated data. One of the most preferred languages for neural network programming is Java as it is easier to write code using it, and most of the most popular neural network packages around already exist for Java. This makes it a versatile programming language for neural networks.</p> <p>This book gives you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with Java.</p> <p>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 the concepts you’ve learned. Furthermore, you will learn about some of the applications that are presented in this book such as weather forecasting, disease diagnosis, customer profiling, and characters recognition (OCR). Finally, you will learn methods to optimize and adapt neural networks in real time.</p> <p>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.</p>
Table of Contents (19 chapters)
Neural Network Programming with Java
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Preface
Index

Download and install Eclipse


Tip

Before downloading and installing Eclipse, ensure that you have installed its JDK (Java Development Kit), accessing https://www.oracle.com/java/index.html.

The following are the steps to install Eclipse:

  1. Access http://www.eclipse.org/downloads (shown in the following figure); choose Eclipse Installer to download the installer according to your operating system. Recently, the Eclipse team made the installation process easier through Eclipse Installer.

  2. The web page represented in the following screenshot appears after this. You should click on the Download button. The best mirror to download is selected automatically, but if you want to choose another one, you may do so at the bottom of the page.

  3. After the download, you should run the eclipse-inst-<your_os>.exe executable file. The following screen appears after this. As we will not develop web applications, you should click on the first option, that is, Eclipse IDE for Java Developers.

  4. Now, you should select the installation folder and decide whether you want to create the start menu entry and desktop shortcut. Then, click on the INSTALL button.

  5. You must accept the license by clicking on the Accept Now button.

  6. Finally, the installation process begins.

  7. After the installation, you may click on the LAUNCH button to run Eclipse.