Three-factor learning in spiking neural networks: An overview of methods and trends from a machine learning perspective

Authors: Szymon Mazurek, Jakub Caputa, Jan K. Argasiński, Maciej Wielgosz

Research groups: Computational Neuroscience, Scientific Programmers

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients

Authors: Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Research groups: Computational Neuroscience

Investigation of Energy-efficient AI Model Architectures and Compression Techniques for Green Fetal Brain Segmentation

Authors: Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi

Research groups: Computational Neuroscience

Leveraging graph neural network for explainable EEG classification in epileptic patients

Authors: Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Research groups: Computational Neuroscience

Electroencephalographic (EEG) correlates of Visually Induced Motion Sickness (VIMS) in the Virtual Reality (VR) based simulations

Authors: Jan K. Argasiński, Natalia Lipp, Szymon Mazurek

Research groups: Computational Neuroscience, Medical Imaging and Robotics

Impact of the pre-processing and balancing of EEG data on the performance of graph neural network for epileptic seizure classification

Authors: Szymon Mazurek, Rosmary Blanco, Jan K. Argasiński, Joan Falco Roget, Alessandro Crimi

Research groups: Computational Neuroscience