publications

2025

• Rutkowski TM, Kasprzak H, Komendzinski T, Otake-Matsuura M. Classifying Awareness with a Lightweight CNN in an Olfactory Oddball Passive BCI. 

In: 47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Copenhagen, Denmark: IEEE Press; 2025. p. (accepted, in press).

2024

• Kasprzak, H., Niewińska, N., Komendziński, T., Otake-Matsuura, M., and Rutkowski, T. M., Olfactory Paradigm for Reactive Brain-Computer Interface: EEG Response Spatial Visualization and Clustering. 

In Proceedings of The WCCI 2024 International Joint Conference on Neural Networks (IJCNN) (Yokohama, Japan, June 30 - July 5, 2024) IEEE; 2024, pp 1-8, doi: 10.1109/IJCNN60899.2024.10650010.

• Kasprzak, H., Niewińska, N., Komendziński, T., Otake-Matsuura, M., and Rutkowski, T. M., Improving the classification of olfactory brain-computer interface responses by combining EEG and EBG signals. 

In 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Orlando, USA, 2024), IEEE Press, pp. 1-4, doi: 10.1109/EMBC53108.2024.10782826 

• Rutkowski, T. M., Kasprzak, H., Niewińska, N., Otake-Matsuura, M., and Komendziński, T., Passive olfactory brain- computer interface paradigm for awareness level prediction.

In: Mueller-Putz GR, Kostoglou K, Oberndorfer ME, Wriessnegger SC, editors. Proceedings of the 9th Graz Brain-Computer Interface Conference 2024. Graz, Austria: Verlag der Technischen Universitaet Graz; 2024. p. 201-6. doi: 10.3217/978-3-99161-014-4-036.