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Neural Field Theory and Brain Dynamics

This research area is concerned with developing better understanding of the structure and activity of the brain, especially through modeling the dynamics and interactions of its neu more...

Supervisor(s): Robinson, Peter (Professor)

JANA: a Java- based mixing pattern analyser for complex networks.

Many distributed systems in the real world, including social, biological and technical systems can be modelled as complex networks. During the past few years a number of new graph t more...

Supervisor(s): Piraveenan, Mahendra (Dr)

Neural circuitry of emotion processing disturbance in alcohol use disorder

The PhD students will use a combination of neuropsychological and neuroimaging techniques to study brain-behaviour relationships of addiction. These projects are ideally suited to i more...

Supervisor(s): Morley, Kirsten (Dr)

Understanding the brain networks underlying cognition

The goal of this project is to understand the interplay between cognition and the underlying neural circuitry as measured using advanced Magnetic Resonance Imaging (MRI) techniques. more...

Supervisor(s): Korgaonkar, Mayuresh (Dr), Grieve, Stuart (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)

Brain Network Structure and Dynamics

This research area is concerned with developing better understanding of the structure of the brain, especially through modeling the dynamics and interactions of its neuronal network more...

Supervisor(s): Robinson, Peter (Professor)

Geodesic SOM: a spherical Self-Organizing Map

The investigation of new data structures and learning algorithms to improve a Self-Organizing Map for the purpose of Visual Analytics. more...

Supervisor(s): Takatsuka, Masahiro (Associate Professor)

Beyond Deep Blue: A complex network approach to playing chess

If you play chess, you may have noticed that often we have to calculate the net pressure on certain pieces (i.e how many pieces are 'attacking' it and how many pieces are defending more...

Supervisor(s): Piraveenan, Mahendra (Dr)

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)

Reward processing deficits in addiction and comorbidities

The PhD students will use a combination of techniques to study brain-behaviour relationships of addiction. These projects are ideally suited to individuals who have a strong aptitud more...

Supervisor(s): Morley, Kirsten (Dr)