Muhammad Umar Farooq

Graduate Student,
Graduate School of Science and Engineering
PAF Karachi Institute of Economics and Technology



Download Resume

: PDF

Codes

The following lists some of my codes that are free to download. I'll keep updating the list by time.

• Radial Basis Function (RBF)
  : Download Here
MATLAB implementations of different learning methods for Radial Basis Functions (RBF)
Dataset Used: MNIST

Learning Methods:
KMeans Centres + Least Mean Squares (LMS) for Weights
KMeans Centres + Least Squares (LS) for Weights
Random Centres + Least Mean Squares (LMS) for Weights
Random Centres + Least Squares (LS) for Weights


• Self Organizing Map (SOM)
  : Download Here
A MATLAB implementation of Self Organizing Map (SOM) for Arabic Digits.
Dataset is also provided in the Download file.


• Multilayer Neural Network using Backpropagation Algorithm
  : Download Here
A MATLAB implementation of Multilayer Neural Network using Backpropagation Algorithm.
Dataset Used: MNIST