Neural computing, error-correcting codes and cryptography using statistical and statistical mechanics techniques.

Statistical physics, information theory and applied probability and applications to machine learning and complex systems.

The theory and applications of neural networks and related techniques.

A library of MATLAB functions for simulating neural network algorithms based on the book Neural Networks for Pattern Recognition by Chris Bishop.

Neural Computing Research Group. Research projects include pattern analysis, coding and communication.