Exploring Bayesian Optimization as a tool for exploitation of configurational spaces in Neuroscience
A scikit-learn style implementation of Tippings's RVM algorithm.
Deploying classical ML models for very-high-dimensional data. Top-10 on PAC2019 competition.
Brain morphology varies across the ageing trajectory and the prediction of a person's age using brain features can aid the detection of abnormalities in the ageing process. Existing studies on such “brain age prediction” vary widely in terms of their …
Investigating the cognitive and neural mechanisms involved with face processing is a fundamental task in modern neuroscience and psychology. To date, the majority of such studies have focused on the use of pre-selected stimuli. The absence of …
As we age, our brain structure changes and our cognitive capabilities decline. Although brain aging is universal, rates of brain aging differ markedly, which can be associated with pathological mechanism of psychiatric and neurological diseases. …