Publications
Image classification and reconstruction from low-density EEG.
Sci Rep 14, 16436 (2024)
https://doi.org/10.1038/s41598-024-66228-1
Sven Guenther, Nataliya Kosmyna & Pattie Maes
Are you still watching? Assessing internal and external attention in AR using wearable brain sensing glasses
SPIE AR | VR | MR, 2024
https://doi.org/10.1117/12.3023316
Nataliya Kosmyna, Eugene Hauptmann
A Brain-Controlled Quadruped Robot: A Proof-of-Concept Demonstration
Sensors 2024, 24(1), 80
https://doi.org/10.3390/s24010080
Nataliya Kosmyna, Eugene Hauptmann, and Yasmeen Hmaidan.
Using Wearable Brain Sensing Glasses during Zero-G Flight for Hyperscanning: Preliminary Study
AIAA 2023-4656. ASCEND 2023. October 2023.
https://doi.org/10.2514/6.2023-4656
Nataliya Kosmyna, Daniel Hails, Eugene Hauptmann, Christopher Markus, Zoe Lee, Gun Bolukbasi and Minsol Kim.
Decoding Visual Imagery Using EEG/EOG Glasses: A Pilot Study.
In: Arai, K. (eds) Proceedings of the Future Technologies Conference (FTC) 2022, Volume 2. FTC 2022. Lecture Notes in Networks and Systems, vol 560. Springer, Cham.
https://doi.org/10.1007/978-3-031-18458-1_29
Nataliya Kosmyna, Arnav Balyan, Eugene Hauptmann.
Target Speaker Detection with EEG/EOG Glasses: A Pilot Study.
In: Arai, K. (eds) Proceedings of the Future Technologies Conference (FTC) 2022, Volume 2. FTC 2022. Lecture Notes in Networks and Systems, vol 560. Springer, Cham.
https://doi.org/10.1007/978-3-031-18458-1_30
Nataliya Kosmyna, Arnav Balyan, Eugene Hauptmann.
Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier
Jane E. Huggins, Dean Krusienski, Mariska J. Vansteensel, Davide Valeriani, Antonia Thelen, Sergey Stavisky, James J.S. Norton, Anton Nijholt, Gernot Müller-Putz, Nataliya Kosmyna, Louis Korczowski, Christoph Kapeller, Christian Herff, Sebastian Halder, Christoph Guger, Moritz Grosse-Wentrup, Robert Gaunt, Aliceson Nicole Dusang, Pierre Clisson, Ricardo Chavarriaga, Charles W. Anderson, Brendan Allison, Tetiana Aksenova & Erik Aarnoutse (2022) Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier, Brain-Computer Interfaces.
Telelife: The Future of Remote Living
Frontiers in Virtual Reality, Vol 2, 2021.
https://www.frontiersin.org/article/10.3389/frvir.2021.763340
Jason Orlosky, Misha Sra, Kenan Bektaş, Huaishu Peng, Jeeeun Kim, Nataliya Kosmyna, Tobias Hollerer, Anthony Steed, Kiyoshi Kiyokawa, Kaan Akşit.
A Pilot Study using Covert Visuospatial Attention as an EEG-based Brain Computer Interface to Enhance AR Interaction
2021 International Symposium on Wearable Computers. Association for Computing Machinery, New York, NY, USA, 43–47
https://doi.org/10.1145/3460421.3480420
Nataliya Kosmyna, Chi-Yun Hu, Yujie Wang, Qiuxuan Wu, Cassandra Scheirer, and Pattie Maes
Image by Dr. Eleonora Adami
Editorial: Neurotechnologies for Human Augmentation
Front. Neurosci., 11 November 2021 https://www.frontiersin.org/articles/10.3389/fnins.2021.789868/full
Davide Valeriani, Hasan Ayaz, Nataliya Kosmyna, Riccardo Poli and Pattie Maes
A Pilot Study of Using Brain-Computer Interfaces in Classrooms for Promoting Formal Educational Activities
https://link.springer.com/chapter/10.1007%2F978-3-030-89912-7_46
Nataliya Kosmyna, Nathalie Soetaert, Cassandra Scheirer
Telelife: The Future of Remote Living
arXiv:2107.02965 [cs.HC]
Jason Orlosky, Misha Sra, Kenan Bektaş, Huaishu Peng, Jeeeun Kim, Nataliya Kosmyna, Tobias Hollerer, Anthony Steed, Kiyoshi Kiyokawa, Kaan Akşit.
Assessing Internal and External Attention in AR using Brain Computer Interfaces: A Pilot Study
2021 IEEE 17th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2021, pp. 1-6.
doi: 10.1109/BSN51625.2021.9507034
N. Kosmyna, Q. Wu, C. -Y. Hu, Y. Wang, C. Scheirer and P. Maes.
Making use of XR: from Gaming at Home to ICUs at Hospitals to fight COVID-19
Proc. SPIE 11764, SPIE AVR21 Industry Talks II, 1176414 (8 April 2021). https://doi.org/10.1117/12.2597481
N. Kosmyna. 2021
The Thinking Cap: Fostering Growth Mindset Of Children By Means Of Electroencephalography And Perceived Magic of Harry Potter Universe
N. Kosmyna , C. Scheirer, P. Maes. 2021
AttentivU: An EEG-Based Closed-Loop Biofeedback System for Real-Time Monitoring and Improvement of Engagement for Personalized Learning
N. Kosmyna , P. Maes. 2019
Attending to Visual Stimuli versus Performing Visual Imagery as a Control Strategy
N. Kosmyna, J. Lindgren, A. Lécuyer. 2018
Feasibility of BCI Control in a Realistic Smart Home Environment
N. Kosmyna, F. Tarpin-Bernard, N. Bonnefond and B. Rivet. 2016
Conceptual Priming for In-game BCI Training
N. Kosmyna, F. Tarpin-Bernard and B. Rivet. 2015.
Adding Human Learning in Brain Computer Interfaces (BCIs): Towards a Practical Control Modality
N. Kosmyna, F. Tarpin-Bernard and B. Rivet. 2015.
Evaluation and comparison of a multimodal combination of BCI paradigms and Eye tracking with affordable consumer-grade hardware in a gaming context
N. Kos’myna and F. Tarpin-Bernard. 2013.
“The thinking cap 2.0”: preliminary study on fostering growth mindset of children by means of electroencephalography and perceived magic using artifacts from fictional sci-fi universes
Nataliya Kosmyna, Alexandra Gross, and Pattie Maes. 2020.
Brain-Computer Interfaces in the Wild: Lessons Learned from a Large-Scale Deployment
Nataliya Kosmyna. 2019.
Towards An Implicit, In-Situ Training Protocol for EEG-based Brain-Computer Interfaces: a Feasibility Study
Nataliya Kosmyna. 2019.
AttentivU: Designing EEG and EOG Compatible Glasses for Physiological Sensing and Feedback in the Car. In Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications
AutomotiveUI '19. ACM, New York, NY, USA, 355-368.
https://doi.org/10.1145/3342197.3344516
Nataliya Kosmyna, Caitlin Morris, Thanh Nguyen, Sebastian Zepf, Javier Hernandez, and Pattie Maes.
AttentivU: A Biofeedback Device to Monitor and Improve Engagement in the Workplace
Nataliya Kosmyna, Pattie Maes. 2019.
AttentivU: a Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Pattie Maes. 2019.
Investigating Bodily Responses to Unknown Words: A Focus on Facial Expressions and EEG
Xinlei Zhang, Nataliya Kosmyna, Pattie Maes, Jun Rekimoto. 2018.
Towards Brain Computer Interfaces for Recreational Activities: Piloting a Drone
Nataliya Kosmyna, Franck Tarpin-Bernard and Bertrand Rivet. 2015.
Towards a General Architecture for a Co-Learning of Brain Computer Interfaces
Nataliya Kos’myna, Franck Tarpin-Bernard and Bertrand Rivet. 2013.
Une combinaison de paradigmes d’interaction cerveau-ordinateur et suivi du regard pour des interactions multimodales
Nataliya Kos’myna and Franck Tarpin-Bernard. 2012.
AttentivU: a Biofeedback System for Real-time Monitoring and Improvement of Engagement
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Pattie Maes. 2019.
AttentivU: a Biofeedback System for Real-time Monitoring and Improvement of Engagement
Nataliya Kosmyna, Pattie Maes. 2018
AttentivU: Evaluating the Feasibility of Biofeedback Glasses to Monitor and Improve Attention
Nataliya Kosmyna, Utkarsh Sarawgi, Pattie Maes. 2018.
Drone, Your Brain, Ring Course: Accept the Challenge and Prevail!
Nataliya Kosmyna, Franck Tarpin-Bernard and Bertrand Rivet. 2014.
Bidirectional Feedback in Motor Imagery BCIs: Learn to Control a Drone within 5 Minutes
Nataliya Kosmyna, Franck Tarpin-Bernard and Bertrand Rivet. 2014.
Brains, Computers, and Drones: Think and Control!
Nataliya Kos’myna, Franck Tarpin-Bernard and Bertrand Rivet. 2015.