Szymon Mazurek

Orcid: 0009-0006-7557-0157

According to our database1, Szymon Mazurek authored at least 17 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings.
CoRR, July, 2025

Analyzing Internal Activity and Robustness of SNNs Across Neuron Parameter Space.
CoRR, July, 2025

Three-Factor Learning in Spiking Neural Networks: An Overview of Methods and Trends from a Machine Learning Perspective.
CoRR, April, 2025

Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques.
Proceedings of the Computational Science - ICCS 2025, 2025

2024
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging.
CoRR, 2024

How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.
CoRR, 2024

Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors.
CoRR, 2024

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.
Proceedings of the Computational Science - ICCS 2024, 2024

2023
Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification.
CoRR, 2023

Using simulation to calibrate real data acquisition in veterinary medicine.
CoRR, 2023

Assessing Dataset Quality Through Decision Tree Characteristics in Autoencoder-Processed Spaces.
CoRR, 2023

Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology.
CoRR, 2023

Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis.
CoRR, 2023

Electroencephalographic (EEG) Correlates of Visually Induced Motion Sickness (VIMS) in the Virtual Reality (VR) Based Simulations.
Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
Canine age classification using Deep Learning as a step towards preventive medicine in animals.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022


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