Publications

Full list of publications

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

Latest publications

• Jao et al. EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks, IEEE Trans Human Machine Systems, Accepted

• Xiao et al. Tiny noise, big mistakes: Adversarial perturbations induce errors in Brain-Computer Interface spellers, National Science Review, Early Access

• Perdikis et al. Context–aware Learning for Generative Models. IEEE Transactions on Neural Networks and Learning Systems. Early Access

• Orset et al. User adaptation to closed-loop decoding of motor imagery termination. IEEE Trans Biomed Eng, Early Access

• Aydarkhanov et al. A Spatial covariance improves BCI performance for late ERPs components with high temporal variability. J Neural Engineering, 17, 036030

• Standards Roadmap: Neurotechnologies for Brain-Machine Interfacing, IEEE Standards Association. February 2020

• Lotte et al. Turning negative into positives! Exploiting “negative” results in Brain-Machine Interface (BMI) research. Brain-Computer Interfaces. 2019. [Public version at HAL repository]

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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