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 evolved to interpret our highly dynamic environment quickly, efficiently, and in a manner that maximises our chances of survival.

Mission | I am interested in understanding 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.

Research Interests | Cortical representations of sensory experiences, Natural Statistics and the efficiency of cortical computations, ML/AI applied to biological data, Bio-inspired robotics/AI, Fusion of spiking architectures with traditional deep/shallow networks, Algorithm design for neuromorphic and event-based systems.

Projects |

emacs-groundup
emacs-groundup
An emacs config, from the ground up!
Binocular STDP
Binocular STDP
A rank-based, binocular spike-timing dependent plasticity (STDP) model.
tECOC
tECOC
Decoding multivariate time-series data such as EEG, MEG, and fMRI.
JNDs for skin perception
JNDs for skin perception
Just-noticeable differences (JNDs) for polychromatic skin and skinlike stimuli.
Created using gatsby.
© 2020-22 Tushar Chauhan. All rights reserved.