Neural Network Programming with Java


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. This book gives you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with Java. 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. 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.
Download free tutorial in PDF (244 pages) created by Alan M.F. Souza .
Pages : 244
Size :
File type : PDF
Downloads: 102
Created: 2021-05-15
License: Free
Author(s): Alan M.F. Souza
Neural Network Programming with Java

Others Java Tutorials

The Common Java Cookbook

The Common Java Cookbook

Practical Artificial Intelligence Programming in Java, 3rd Edition

Javafx PDF Tutorial

JavaScript RegExp

Others related eBooks about Neural Network Programming with Java

Python re(gex)?

Download free course Python re(gex)?, pdf file on 71 pages by Sundeep Agarwal....

Python re(gex)?

Scripting and automation tasks often need to extract particular portions of text from inpu..., download free Python tutorial in PDF (71 pages) created by ....

Introduction to Programming Using Java

Designed to support an introductory programming course, this book teaches you concepts of problem-solving and object-orientated programming using a fundamentals-first approach. As beginner programmers, you learn critical problem-solving techniques then move on to grasp the key concepts of object-ori...

Download Struts Tutorial

This is a tutorial for the Struts framework. It consists of a small application which is developed step by step.A free pdf training material course on 67 pages by Stephan Wiesner....

Programming for Computations - Python: A Gentle Introduction to Numerical Simulations with Python 3.6

This second edition of the well-received book has been extensively revised: All code is now written in Python version 3.6 (no longer version 2.7). In addition, the two first chapters of the previous edition have been extended and split up into five new chapters, thus expanding the introduction to pr...

: Advanced R Solutions

This book offers solutions to the exercises from Hadley Wickham's book Advanced R (Edition 2). It is work in progress and under active development. The 2nd edition of Advanced R is in print now and we hope to provide most of the answers....

Android Tutorial

This tutorial is a brief overview of some Android concepts designated to beginners who want to learn the basics of Android programming language. It's a free training couses in PDF under 48 pages by Larry Walters....

Full Speed Python

Download free course Full Speed Python, pdf file on 39 pages by João Ventura....

Essential C

This book written to provide clear and concise explanation of topics for programmers both starting to learn the C Programming Language as well as those diving in more complex topics. Most examples are linked to online playground that allows you to change the code and re-run it....

Introduction to language R

This pdf tutorial is an introduction to language R, free training document under 10 pages for beginners....