Brain-computer interfaces
and EEG signal processing
In the past few years, I've been competing in several international data analysis challenges. Here is a list of challenge in which I achieved significant results.
The goal of this challenge was about seizure prediction using long-term electrical brain activity recordings from humans obtained from the world-first clinical trial of the implantable NeuroVista...
The goal of this challenge was to discriminate the Magneto-Encephalography (MEG) responses to happy vs non-happy faces recorded from four subjects with 204 planar gradiometers. Six possible...
This competition asked to build machine learning models in Microsoft Cortana Intelligence Suite to decode perceptions of human subjects from brain, specifically Electrocorticographic (ECoG) signals. The learning...
The goal of this challenge was to detect 6 different events related to hand movement during a task of grasping and lifting an object, using only EEG...
The goal of this challenge was to detect error related potential recorded during a p300 spelling task. The classification must be done across subjects, i.e. training and...
The goal of this competition was to predict the category of a visual stimulus presented to a subject from the concurrent brain activity (captured with an MEG...