Roman replicated DeepMind’s StartCraft II benchmarks (https://arxiv.org/abs/1708.04782) and it totally works! Github: inoryy/pysc2-rl-agent Youtube: (D)RL Agent for Starcraft II Minigames Download PDF
Which, out of the array of non-invasive physiological measurements, works best to estimate the emotion of a person watching a video? Turns out it is…
EEG source localization is hard. Current state of art is beamforming. We took a simultaneous EEG-fMRI dataset, used fMRI to find true source and measured…
Low reliability is a huge problem for BCI, since they will not be widely trusted and used while the prediction accuracy is low. The existing…
In this thesis, a classification method for SSVEP-based BCI is proposed. The classification method is based on simple comparisons of extracted feature values and thresholds…
The aim of this work is to compare different machine learning algorithms in an attempt to find the best one for classifying EEG data. In…
This thesis describes an SSVEP-based BCI implemented as a practical part of this work. One possible usage of a BCI that efficiently implements a communication…
Thesis supervision | Stepan Bolotnikov: Fuzzy Classification Algorithms in Brain-Computer Interfaces
In this thesis, the usage of fuzzy classification algorithms in brain-computer in- terfaces (BCI) based on electroencephalography (EEG) is researched. We review the existing literature…