Research opportunities_

Multivariate brain activity patterns underlying consciousness

Research Supervisor Connect. Clinical assessment of consciousness is one of the most significant issues in brain injury and general anaesthesia, yet it remains challenging for medical practitioners. Terrifyingly, up to 40% of brain-damaged patients
www.sydney.edu.au/research/opportunities/2856.html
Research opportunities_

Highly comparative time-series analysis

Research Supervisor Connect. This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. Masters/PHD. The world is constantly changing around us: from the
www.sydney.edu.au/research/opportunities/2386.html
Research opportunities_

Time-series biomarkers of neurological disorders

Research Supervisor Connect. 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 controls. Masters/PHD. Despite the ability of
www.sydney.edu.au/research/opportunities/2385.html
Research opportunities_

Modeling brain dynamics with spatial gradients

Research Supervisor Connect. A core aim of neuroscience is to understand how the brain, with its staggering complexity of 100 billion neurons, makes sense of the world around it. Large-scale global initiatives have measured the brain in intricate
www.sydney.edu.au/research/opportunities/2857.html
Research opportunities_

Inferring the dimensionality of dynamical systems automatically using machine learning

Research Supervisor Connect. This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feature spaces. Masters/PHD. Finding simple
www.sydney.edu.au/research/opportunities/2388.html
Research opportunities_

Characterising information flow networks across brain regions in rest and task

Ben Fulcher (Physics) and their teams as part of their Systems Neuroscience and Complexity collaboration, within the University’s Centre for Complex Systems.
www.sydney.edu.au/research/opportunities/3421.html
Research opportunities_

Fighting the spread of misinformation

Research Supervisor Connect. The development of a quantitative measure of the spread of misinformation, for the purposes of developing a strategy to counter science denial. Masters/PHD. Why aren't scientific results having more impact on public
www.sydney.edu.au/research/opportunities/2692.html