Featured

  • 0
  • 1
  • 2
  • 3
  • 4
prev
next
News image

The RoboCup Robot Challenges

Created in 1997, RoboCup is an annual tournament composed of several robotic competitions including soccer, rescue, and tasks around the home. The competitions allow teams to not only have fun, but assist in the development of the fields of robotics ... Read more

Mind Reading Devices Going Mainstream

Some interesting new mind-reading headsets are finding their way to market.  The devices relay the electrical signals within the wearer's brain to a computer, which then can use the information to control such things as characters in video games, medical ... Read more

TORCS: AI Racing Game

Description TORCS (The Open Racing Car Simulator) is a highly portable multi platform car racing simulation. It is used as ordinary car racing game, as AI racing game and as research platform. It runs on Linux (x86, AMD64 and PPC), FreeBSD, Ma... Read more

News image

Bioloid: Highly Configurable Robot

Since being released a couple years ago, the Bioloid hobbyist robot has quickly grown in popularity due to its incredible versatility. Available in several kits of varying complexity, the robot is capable of being programmed and physically configured to ... Read more

News image

Distributed AI Coming to a Computer Near You

Canadian high-tech startup Intelligence Realm is constructing a distributed virtual brain, one computer at a time. Utilizing a computational model we’ve seen in such projects as SETI@Home, the system will harness the computing power of thousands of machines throughout ... Read more


Introduction to Neural Networks with Java, 2nd Edition
(2 votes, average 3.50 out of 5)
Open Learning - Online Books
Saturday, 16 May 2009 05:33

Description

Introduction to neural networks using Java.  Also covers application and future of neural networks.

Author

Jeff Heaton

Chapters

  1. Overview of Neural Networks
  2. Matrix Operations
  3. Using a Hopfield Neural Network
  4. How a Machine Learns
  5. Feedforward Backpropagation Neural Networks
  6. Understanding Genetic Algorithms
  7. Understanding Simulated Annealing
  8. Pruning Neural Networks
  9. Predictive Neural Networks
  10. Application to the Financial Markets
  11. OCR with the Self-Organizing Map
  12. Bot Programming and Neural Networks
  13. The Future of Neural Networks

Language(s)

Java

Core Links

Online Book

Related Links

Encog Project by Jeff Heaton

Hopfield Online Neural Network Demo by Jeff Heaton


AddThis Social Bookmark Button
 

bottom