| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 4 | Marochko V., Rogala J., Longo L. | Integrated Gradients for Enhanced Interpretation of P3b-ERP Classifiers Trained with EEG-superlets in Traditional and Virtual Environments | Joint Proceedings of the xAI 2025 Late-breaking Work, Demos and Doctoral Consortium co-located with the 3rd World Conference on eXplainable Artificial Intelligence (xAI 2025) | 2025 |   
@inproceedings{MarochkoLongo2025, title={Integrated Gradients for Enhanced Interpretation of P3b-ERP Classifiers Trained with EEG-superlets in Traditional and Virtual Environments}, author={Marochko, Vladimir and Rogala, Jacek and Longo, Luca}, year={2025}, booktitle = {Joint Proceedings of the xAI 2025 Late-breaking Work, Demos and Doctoral Consortium co-located with the 3rd World Conference on eXplainable Artificial Intelligence (xAI 2025), Istanbul, Turkey, 9-11 July, 2025}, publisher = {CEUR-WS.org}, volume = {4017}, series = {{CEUR} Workshop Proceedings}, editor = {Przemys?aw Biecek, Slawomir Nowaczyk, Gitta Kutyniok, Luca Longo}, pages={49-56}, url={https://ceur-ws.org/Vol-4017/paper_07.pdf} } [Close]
| Event-related potentials • Deep learning • Convolutional neural networks • Explainable Artificial Intelligence •
Integrated Gradients • P3b • Oddball paradigm • time-frequency super-resolution • Superlets. |
| 3 | Singh G., Chharia A., Upadhyay R., Kumar V., Longo L. | PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces | PlosOne | 2025 | 
@article{10.1371/journal.pone.0327791, doi = {10.1371/journal.pone.0327791}, author = {Singh, Gursimran AND Chharia, Aviral AND Upadhyay, Rahul AND Kumar, Vinay AND Longo, Luca}, journal = {PLOS ONE}, publisher = {Public Library of Science}, title = {PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces}, year = {2025}, month = {08}, volume = {20}, url = {https://doi.org/10.1371/journal.pone.0327791}, pages = {1-28}, number = {8} } [Close]
| Electroencephalography •
Man-computer interface •
Signal processing •
Programming languages •
Signal filtering •
Algorithms •
Vision •
Event-related potentials |
| 2 | Marochko V., and Longo L. | Enhancing the analysis of the P300 event-related potential with integrated gradients on a convolutional neural network trained with superlets | Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral Consortium co-located with the 2nd World Conference on eXplainable Artificial Intelligence (xAI 2024) | 2024 |
@inproceedings{Marochko2024, title={Enhancing the analysis of the P300 event-related potential with integrated gradients on a convolutional neural network trained with superlets}, author={Marochko, Vladimir, and Longo, Luca}, year={2024}, booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral Consortium co-located with the 2nd World Conference on eXplainable Artificial Intelligence (xAI 2024), Valletta, Malta, 17-19 July, 2024}, publisher = {CEUR-WS.org}, url = {https://ceur-ws.org/Vol-3793/paper_19.pdf}, volume = {3793}, series = {{CEUR} Workshop Proceedings}, editor = {Luca Longo, Weiru Liu, Grégoire Montavon}, pages={145-152} } [Close]
| Event-related potentials • Deep learning • Convolutional neural networks • Explainable Artificial Intelligence •
Integrated gradients • P3b • Oddball paradigm • time-frequency super-resolution • Superlets |
| 1 | Marochko V.A., Reilly R., McDonnell R., Longo L. | A Survey on the Application of Virtual Reality in Event-Related Potential Research | Machine Learning and Knowledge Extraction | 2022 |
@InProceedings{MarochkoLongo2022, author="Marochko, Vladimir and Reilly, Richard and McDonnell, Rachel and Longo, Luca", editor="Holzinger, Andreas and Kieseberg, Peter and Tjoa, A. Min and Weippl, Edgar", title="A Survey on the Application of Virtual Reality in Event-Related Potential Research", booktitle="Machine Learning and Knowledge Extraction", year="2022", publisher="Springer International Publishing", address="Cham", pages="256--269", isbn="978-3-031-14463-9" } [Close]
| Event-related potentials • Virtual reality • Survey |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |