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Artificial Neural Networks with Java: Tools for Building Neural Network Applications

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Use Java to develop neural network applications in this practical book. After learning the rules involved in neural network processing, you will manually process the first neural network example. This covers the internals of front and back propagation, and facilitates the understanding of the main principles of neural network processing. Artificial Neural Networks with Java also teaches you how to prepare the data to be used in neural network development and suggests various techniques of data preparation for many unconventional tasks. 


The next big topic discussed in the book is using Java for neural network processing. You will use the Encog Java framework and discover how to do rapid development with Encog, allowing you to create large-scale neural network applications.

The book also discusses the inability of neural networks to approximate complex non-continuous functions, and it introduces the micro-batch method that solves this issue. The step-by-step approach includes plenty of examples, diagrams, and screen shots to help you grasp the concepts quickly and easily.



What You Will Learn
  • Prepare your data for many different tasks
  • Carry out some unusual neural network tasks
  • Create neural network to process non-continuous functions
  • Select and improve the development model  


Who This Book Is For


Intermediate machine learning and deep learning developers who are interested in switching to Java.


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Asterisk: The Definitive Guide (Definitive Guides)
Asterisk: The Definitive Guide (Definitive Guides)

This is a book for anyone who uses Asterisk.

Asterisk is an open source, converged telephony platform, which is designed primarily to run on Linux. Asterisk combines more than 100 years of telephony knowledge into a robust suite of tightly integrated telecommunications applications. The power of Asterisk lies in its...

Mastering VMware vSphere 6.7: Effectively deploy, manage, and monitor your virtual datacenter with VMware vSphere 6.7, 2nd Edition
Mastering VMware vSphere 6.7: Effectively deploy, manage, and monitor your virtual datacenter with VMware vSphere 6.7, 2nd Edition

Unleash the power of VMware vSphere 6.7 to develop a powerful, flexible, and secure digital infrastructure

Key Features

  • Explore management, security, scalability, and availability with vSphere 6.7
  • Design, deploy, and manage VMware vSphere virtual datacenters
  • ...
Machine Learning with the Raspberry Pi: Experiments with Data and Computer Vision (Technology in Action)
Machine Learning with the Raspberry Pi: Experiments with Data and Computer Vision (Technology in Action)

Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments.  This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and most complex topic in the...


Asterisk: The Definitive Guide
Asterisk: The Definitive Guide

Design a complete Voice over IP (VoIP) or traditional PBX system with Asterisk, even if you have only basic telecommunications knowledge. This bestselling guide makes it easy, with a detailed roadmap that shows you how to install and configure this open source software, whether you’re upgrading your existing phone system or...

Identity with Windows Server 2016: Microsoft 70-742 MCSA Exam Guide: Deploy, configure, and troubleshoot identity services and Group Policy in Windows Server 2016
Identity with Windows Server 2016: Microsoft 70-742 MCSA Exam Guide: Deploy, configure, and troubleshoot identity services and Group Policy in Windows Server 2016

Equip yourself with the most complete and comprehensive preparation experience for Identity with Windows Server 2016: Microsoft 70-742 exam.

Key Features

  • Helps you demonstrate real-world mastery of Windows Server 2016 identity features and functionality and prepare for 70-742
  • ...
Advances in VLSI, Communication, and Signal Processing: Select Proceedings of VCAS 2018 (Lecture Notes in Electrical Engineering)
Advances in VLSI, Communication, and Signal Processing: Select Proceedings of VCAS 2018 (Lecture Notes in Electrical Engineering)
This book comprises select proceedings of the International Conference on VLSI, Communication and Signal processing (VCAS 2018). It looks at latest research findings in VLSI design and applications. The book covers a wide range of topics in electronics and communication engineering, especially in the area of microelectronics and VLSI...
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