Artificial Neural Networks

Course Schedule, 
Notes and Assignments 

Textbook & 
Reference Texts 

Links and Demos

Grading & 
Classroom Policies

Homepage
 

• Getting started with Matlab: http://www.mathworks.com/access/helpdesk/help/techdoc/matlab.html
• UCI Machine Learning Repository: http://archive.ics.uci.edu/ml/
• SIPI Image Processing Database: http://sipi.usc.edu/database/
• IEEE Transactions on Neural Networks
• IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
• Neural Networks
• IEEE Manuscript Templates for Conference Proceedings
  

• Generate double moons as in Section 1.5 of the texbook

• NNdemo by Mike Muhlbaier
  

• Steepest descent optimization algorithm

• Multilayer Percepton - Backprop Training

• MLP- Backprop Training with Momentum

• Radial Basis Function Networks

• K-Means Clustering Algorithm by Karl Dyer