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Brain reading

This project seeks to elucidate the connection between brain and behaviour. To this end, students will use human neuroimaging experiments (fMRI, MEG, EEG) to measure how the brain r more...

Supervisor(s): Carlson, Thomas (Associate Professor)

Time-series biomarkers of neurological disorders

This research will develop a new machine learning framework for finding and quantifying patterns of brain dynamics that distinguish patients with brain disorders from healthy contro more...

Supervisor(s): Fulcher, Ben (Dr)

Traumatic spinal surgery procedures, timing and patient outcomes across NSW

A prospective observational study has recruited patients across NSW with acute traumatic spinal cord injury (TSCI) over 3 years. Patient data and follow up interviews have been augm more...

Supervisor(s): Sharwood, Lisa (Dr)

CRF-dopamine interactions in chronic stress

The project will focus on the interactions between CRF and the dopaminergic nuclei of the ventral midbrain and their role in modulating behaviour selection. more...

Supervisor(s): Mor, David (Dr)

Highly comparative time-series analysis

This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. more...

Supervisor(s): Fulcher, Ben (Dr)

Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat more...

Supervisor(s): Fulcher, Ben (Dr)

The Cognitive Mechanics of Psychopathy

This research looks into the cognitive underpinnings of psychopathologies - mainly psychopathic personality and anxiety.  The research project puts emotional and social stimuli more...

Supervisor(s): Moul, Caroline (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)

Muscle oxygen uptake, muscle blood flow, mitochondrial capacity and muscle oxygen saturation as assessed by near-infrared spectroscopy in sports performance, health and disease

Near-infrared spectroscopy (NIRS) and functional Near-infrared spectroscopy (fNIRS muscle-mapping) are non-invasive and portable ambulatory techniques to assess muscle oxygen uptake more...

Supervisor(s): Davis, Glen (Professor)