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

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

Research groups: Computational Neuroscience, Scientific Programmers

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

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

Research groups: Computational Neuroscience

Leveraging graph neural network for explainable EEG classification in epileptic patients

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience, Medical Imaging and Robotics