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Modeling brain dynamics with spatial gradients

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 more...

Supervisor(s): Fulcher, Ben (Dr)

Modelling the mechanisms of brain stimulation

Brain-stimulation techniques that modulate brain activity in a targeted way are growing in their clinical relevance, for example, with transcranial magnetic stimulation (TMS) being more...

Supervisor(s): Fulcher, Ben (Dr)

Multivariate brain activity patterns underlying consciousness

Clinical assessment of consciousness is one of the most significant issues in brain injury and general anaesthesia, yet it remains challenging for medical practitioners. Terrifyingl more...

Supervisor(s): Fulcher, Ben (Dr)

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)

Fighting the spread of misinformation

The development of a quantitative measure of the spread of misinformation, for the purposes of developing a strategy to counter science denial. more...

Supervisor(s): Alexander , Tristram (Dr), Fulcher, Ben (Dr), Sharma, Manjula (Professor)

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)

Develop point-of-care microfluidic technologies for cardiovascular and cerebrovascular diseases

We are developing a clinically useful, rapid and high throughput profiling microdevices for thrombosis and coagulation. It will be extremely useful for patients with diabetes, obesi more...

Supervisor(s): Ju, Lining (Arnold) (Dr)

Develop single-cell mechanobiological methods for discovering molecular mechanisms of cardiovascular and neuronal mechanical force sensing

We are developing cutting-edge technologies for the following biomedical application: 1) define the mechanosensing functions of key protein players in the cardiovascular system such more...

Supervisor(s): Ju, Lining (Arnold) (Dr)

Formation of road corrugation and ruts

The project aims at identifying the traffic conditions leading to the formation of road washboard and ruts. more...

Supervisor(s): Rognon, Pierre (Dr)