The Resource Neural network programming with Java : unleash the power of neural networks by implementing professional Java code, Fábio M. Soares, Alan M.F. Souza

Neural network programming with Java : unleash the power of neural networks by implementing professional Java code, Fábio M. Soares, Alan M.F. Souza

Label
Neural network programming with Java : unleash the power of neural networks by implementing professional Java code
Title
Neural network programming with Java
Title remainder
unleash the power of neural networks by implementing professional Java code
Statement of responsibility
Fábio M. Soares, Alan M.F. Souza
Title variation
Unleash the power of neural networks by implementing professional Java code
Creator
Contributor
Author
Subject
Language
eng
Summary
Create and unleash the power of neural networks by implementing professional Java codeAbout 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 applicationWho This Book Is ForThis book is for Java developers with basic Java programming knowledge. No previous knowledge of neural networks is required as this book covers the concepts from scratch.What You Will Learn Get to grips with the basics of neural networks and what they are used for Develop neural networks using hands-on examples Explore and code the most widely-used learning algorithms to make your neural network learn from most types of data 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 Discover how to improve and optimize your neural networkIn DetailVast 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.Style and approachThis book adopts a step-by-step approach to neural network development and provides many hands-on examples using Java programming. Each neural network concept is explored through real-world problems and is delivered in an easy-to-comprehend manner
Member of
Cataloging source
UMI
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Community experience distilled
Label
Neural network programming with Java : unleash the power of neural networks by implementing professional Java code, Fábio M. Soares, Alan M.F. Souza
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
ocn936335832
Dimensions
unknown
Extent
1 online resource (1 volume)
Form of item
online
Isbn
9781785880902
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
9781785880902
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000710
http://library.link/vocab/recordID
.b34166336
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)936335832
  • ebl178588090X

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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