Background

The life we see around us is a result of millions of years of evolution. Biological sensory systems such as olfaction and vision are at the very heart of this evolution. They have learnt to interpret our highly dynamic environment quickly, efficiently, and in a manner that maximises our chances of survival.

Mission

I am interested in the structural and functional properties of biological sensory systems which have made life possible. I want to leverage these insights to develop bio-inspired systems which will be intelligent, adaptive, and robust. My ongoing projects touch upon the following areas:

Projects

Binocular STDP
Binocular STDP
Binocular STDP
A rank-based, binocular spike-timing dependent plasticity (STDP) model.
JNDs for skin perception
JNDs for skin perception
JNDs for skin perception
Just-noticeable differences (JNDs) for polychromatic skin and skinlike stimuli.
tECOC
tECOC
tECOC
Decoding multivariate time-series data such as EEG, MEG, and fMRI.