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Neuromorphic AI

This project involves complex systems modelling of neuromorphic atomic switch networks to emulate emergent brain-like features of adaptive, deep-learning for application to Artifici more...

Supervisor(s): Kuncic, Zdenka (Professor)

FPGA-based low latency machine learning

This project involves the design of novel low-latency trading systems by combining FPGA hardware and machine learning. more...

Supervisor(s): Leong, Philip (Professor), Jin, Craig (Associate Professor), McEwan, Alistair (Professor)

FPGA control of photonic systems

This project involves the design of novel control systems to improve the efficiency of photonic systems. more...

Supervisor(s): Leong, Philip (Professor)

Low-power Intelligent Bio-Signal Processing

This project aims at developing a responsive implant that is making decisions based on smart bio-signal processing. more...

Supervisor(s): Kavehei, Omid (Dr)

Real-time Low-power Neural Accelerator

This project aims at developing an Application-Specific Integrated Circuit (ASIC) for a low-power learning system processing real-time time-series data. more...

Supervisor(s): Kavehei, Omid (Dr)

Data-intensive solutions for medical technologies

This project aims at developing advanced solutions in software for processing medical data, addressing the issue of less or no labelled data. more...

Supervisor(s): Kavehei, Omid (Dr)

Mechanism and control of diamond and graphene-based nanostructures using direct electric-field and laser excitation

To investigate the sculpting of carbon-based structures through controlled electric field and/or laser excitation, through first-principles based calculations. more...

Supervisor(s): Stampfl, Catherine (Professor)

Nanocarbon based electrocatalysts

Using microorganisms, particularly bacterial cells, as a novel precursor to synthesize heterogeneous carbon materials as electrocatalytic catalysts for key electrochemical reactions more...

Supervisor(s): Chen, Yuan (Professor)

Nanocarbon for membrane application

Developing carbon hybrid composite membranes   more...

Supervisor(s): Chen, Yuan (Professor)

Antibacterial activity of carbon nanomaterials

Understanding the antibacterial activity of carbon nanomaterials and exploring their practical applications more...

Supervisor(s): Chen, Yuan (Professor)