Please note that the content of the website has not bee updated for over many years. Currently the site mainly contains some of the work I did in undergrad and graduate studies. A lot of the old tutorials/notes have been moved to the Wiki.
I am Natkeeran L. Kanthan, a programmer from Toronto, Canada. I share information related to my fields of interest in this website. If you want to contact me please email me at natkeeran at gmail dot com or use the contact form. Thank you.
Artificial neural network can classify groups. Multi-layer perceptron (back propagation) is suitable and widely used to solve complex classification problems. The aim of the project was to "illustrate the learning behavior of back-propagation neural network for pattern classification". In particular, the task was to write a MATLAB program to implement the back propagation algorithm to classify two classes defined by the following conditional probability density functions.