Publications

Full list of publications

• Google Scholar
• infoscience.epfl.ch (publications until 2019)

Latest publications

• Ienca et al., 2021. Towards a Governance Framework for Brain Data. arXiv:2109.11960

• Eke et al. 2021. International Data Governance for Neuroscience. PsyArXiv. June 1. doi:10.31234/osf.io/esz9b

• Simmler et al. A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications. 2021 8th Swiss Conference on Data Science (SDS), 2021, pp. 26-31, doi: 10.1109/SDS51136.2021.00012.

• Meng et al. EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. (arXiv 2011.00101v2) 2021.

• Delaux et al. Mobile brain/body imaging of landmark-based navigation with high-density EEG, European Journal of Neuroscience, Early access

• Iwane et al. Invariability of EEG error-related potentials during continuous feedback protocols elicited by erroneous actions at predicted or unpredicted states, J Neural Engineering, 18, 046044

• Chavarriaga et al. Standardization of Neurotechnology for Brain-Machine Interfacing: State of the Art and Recommendations, IEEE Open Journal of Engineering in Medicine and Biology, Early Access

• Bontempi et al. The CLAIRE COVID-19 initiative: approach, experiences and recommendations, Ethics and Information Technology (2021)

Selected publications

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• Chavarriaga R. et al. Decoding neural correlates of cognitive states to enhance driving experience. IEEE Transactions on Emerging Topics in Computational Intelligence 2, 288–297 (2018)

• Chavarriaga R., Fried-Oken M., Kleih S., Lotte F. & Scherer R. Heading for new shores! Overcoming pitfalls in BCI design. Brain-Computer Interfaces 4, 60–73 (2017)

• Min B.-K., Chavarriaga R. & Millán J. d. R. Harnessing prefrontal cognitive signals for brain-machine interfaces. Trends in Biotechnology. 2017

• Saeedi S., Chavarriaga R. & Millán J. d. R. Long-Term Stable Control of Motor-Imagery BCI by a Locked-In User Through Adaptive Assistance. IEEE Transactions on Neural Systems and Rehabilitation Engineering 25, 380–391 (2017)

• Lee K., Liu D., Perroud L., Chavarriaga R., & Millán J. d. R. A brain-Controlled exoskeleton with cascaded event-related desynchronization classifiers. Robotics and Autonomous Systems. 2017

• Iturrate I., Chavarriaga R., Montesano L., Minguez J. & Millán J. d. R. Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control. Scientific Reports 5 (2015)

• Zhang H., Chavarriaga R. & Millán J. d. R. Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels. NeuroImage 120, 64–74 (2015)

• Chavarriaga R., Sobolewski A. & Millán J. d. R. Errare machinale est: The use of error-related potentials in brain-machine interfaces. Frontiers in Neuroscience 8, 208 (2014)

• Roggen D, Tröster G, Lukowicz P, Ferscha A, Millán, J. d. R. & Chavarriaga. Opportunistic human activity and context recognition. IEEE Computer 46 (2013)

• Perrin X., Chavarriaga R., Colas F., Siegwart R. & Millán J. d. R. Brain-coupled interaction for semi-autonomous navigation of an assistive robot. Robotics and Autonomous Systems. (2010)

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