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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)

Parallel Stochastic Optimization Algorithms

This project is investigating the application of unorthodox optimization techniques such fuzzy logic, genetic algorithms, neural networks, simulated annealing, ant colonies, Tabu se more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Computational intelligence, novelty generation and undecidability

The research will involve theoretical work in computational intelligence as well as computer simulations with cellular automata and other dynamical systems. It will aim to answer fu more...

Supervisor(s): Prokopenko , Mikhail (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)

Quantum Control with Trapped Ions

This project aims to develop novel techniques for the control of quantum systems using trapped atomic ions. more...

Supervisor(s): Biercuk, Michael J. (Professor)

Parallel Stochastic Optimization Algorithms

The project aims to develop solution methodologies for combinatorial problems by using stochastic algorithms. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

HUMAN MINIBRAINS GROWN FROM STEM CELLS

This project will involve CRISPR genome editing strategies combined with human stem cell derived mini-brains to investigate new neuronal factors that control development, cognitive more...

Supervisor(s): Neely, Greg (Professor)

Machine learning of -omic data for discovery of disease processes.

This project builds on a number of recent findings and aims to bring together omics data related to disease and machine learning for the prediction of transcriptional regulators inv more...

Supervisor(s): Waardenberg, Ashley (Dr), Arthur , Jonathan (Associate Professor)