Neural Network Programming with Java – Second Edition

Neural Network Programming with Java - Second Edition

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

About This Book

• Learn to build amazing projects using neural networks including forecasting the weather and pattern recognition
• Explore the Java multi-platform feature to run your personal neural networks everywhere
• This step-by-step guide will help you solve real-world problems and links neural network theory to their application

Who This Book Is For

This book is for Java developers who want to know how to develop smarter applications using the power of neural networks. Those who deal with a lot of complex data and want to use it efficiently in their day-to-day apps will find this book quite useful. Some basic experience with statistical computations is expected.

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

In Detail

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.

Style and approach

This book takes you on a steady learning curve, teaching you the important concepts while being rich in examples. You’ll be able to relate to the examples in the book while implementing neural networks in your day-to-day applications.

Download Now Read Online


Here is Download Link

Neural Network Programming With Java Second Edition


Neural Network Programming With Java Second Edition Download Now Read Online

Author by : Alan M. F. Souza
Languange Used : en
Release Date : 2017-02-28
Publisher by :






Neural Network Programming With Java


Neural Network Programming With Java Download Now Read Online

Author by : Fabio M. Soares
Languange Used : en
Release Date : 2017-03-14
Publisher by : Packt Publishing Ltd






Neural Network Programming With Java


Neural Network Programming With Java Download Now Read Online

Author by : David V.
Languange Used : en
Release Date : 2017-02-28
Publisher by : Createspace Independent Publishing Platform






Introduction To Neural Networks With Java


Introduction To Neural Networks With Java Download Now Read Online

Author by : Jeff Heaton
Languange Used : en
Release Date : 2008
Publisher by : Heaton Research, Inc.






Deep Learning Practical Neural Networks With Java


Deep Learning Practical Neural Networks With Java Download Now Read Online

Author by : Yusuke Sugomori
Languange Used : en
Release Date : 2017-06-08
Publisher by : Packt Publishing Ltd






Programming Neural Networks With Encog 2 In Java


Programming Neural Networks With Encog 2 In Java Download Now Read Online

Author by : Jeff Heaton
Languange Used : en
Release Date : 2009-12-01
Publisher by : Heaton Research Incorporated






Introduction To Neural Networks With Java


Introduction To Neural Networks With Java Download Now Read Online

Author by : Jeff Heaton
Languange Used : en
Release Date : 2005
Publisher by : Heaton Research Incorporated






Hands On Java Deep Learning For Computer Vision


Hands On Java Deep Learning For Computer Vision Download Now Read Online

Author by : Klevis Ramo
Languange Used : en
Release Date : 2019-02-21
Publisher by : Packt Publishing Ltd






Interdisciplinary Computing In Java Programming


Interdisciplinary Computing In Java Programming Download Now Read Online

Author by : Sun-Chong Wang
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media






Java Deep Learning Essentials


Java Deep Learning Essentials Download Now Read Online

Author by : Yusuke Sugomori
Languange Used : en
Release Date : 2016-05-30
Publisher by : Packt Publishing Ltd






Leave a Reply

Your email address will not be published. Required fields are marked *