Programming Neural Networks with Encog2 in Java



Programming Neural Networks with Encog2 in Java
Jeff Heaton | 2010 | ISBN: 1604390077 | 478 pages | File type: PDF | 44.5 mb


Summary:
Beginning where our introductory neural network programing book left off, this book introduces you to Encog. Encog allows you to focus less on the actual implementation of neural networks and focus on how to use them. Encog is an advanced neural network programming framework that allows you to create a variety of neural network architectures using the Java programming language. Neural network architectures such as feedforward/perceptrons, Hopfield, Elman, Jordan, Radial Basis Function, and Self Organizing maps are all demonstrated.

This book also shows how to use Encog to train neural networks using a variety of means. Several propagation techniques, such as back propagation, resilient propagation (RPROP) and the Manhattan update rule are discussed. Additionally, training with a genetic algorithm and simulated annealing is discussed as well. You will also see how to enhance training using techniques such as pruning and hybrid training.

Read more:_http://www.heatonresearch.com/book/programming-neural-networks-encog-java.html

Download:
http://www.fileserve.com/file/JRgH38F/EncogJavaEd1.zip

http://hotfile.com/dl/73383303/afee468/EncogJavaEd1.zip.html

[Fast Download] Programming Neural Networks with Encog2 in Java


Related eBooks:
Handbook of Research on Information and Cyber Security in the Fourth Industrial Revolution
Driving Traffic and Customer Activity Through Affiliate Marketing
Plunkett's Consulting Industry Almanac 2018
Information Modelling and Knowledge Bases XXIX
Modeling of Numerical Learning Environments of New Generation: Theory of Complex Systems
Enterprise Interoperability: Smart Services and Business Impact of Enterprise Interoperability
Engineering Knowledge in the Age of the Semantic Web
BitCoin - eBook Collection
Cancel Cable: How Internet Pirates Get Free Stuff
Beginning OpenGL Game Programming (with source code)
Exam 98-361 MTA Software Development Fundamentals
HP Serviceguard I -- Student guide
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.