Ricardo Chavarriaga, Ph.D.

Affiliations: 
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland 
Area:
Spatial learning, decision making, reinforcement learning, brain-computer interface
Website:
http://people.epfl.ch/ricardo.chavarriaga
Google:
"Ricardo Chavarriaga"
Mean distance: 14.73 (cluster 17)
 
SNBCP

Parents

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Wulfram Gerstner grad student 2001-2005 EPFL
José del R. Millán post-doc EPFL

Children

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Laurent Dollé grad student UPMC
Gangadhar Garipelli grad student 2006-2011 EPFL
Mohit Kumar Goel grad student 2009-2013
Hesam Sagha grad student 2009-2013
Marija Ušćumlić grad student 2009-2013
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Publications

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Perdikis S, Leeb R, Chavarriaga R, et al. (2020) Context-Aware Learning for Generative Models. Ieee Transactions On Neural Networks and Learning Systems
Orset B, Lee K, Chavarriaga R, et al. (2020) User adaptation to closed-loop decoding of motor imagery termination. Ieee Transactions On Bio-Medical Engineering
Aydarkhanov RA, Uscumlic M, Chavarriaga R, et al. (2020) Spatial covariance improves BCI performance for late ERPs components with high temporal variability. Journal of Neural Engineering
Iturrate I, Chavarriaga R, Millán JDR. (2020) General principles of machine learning for brain-computer interfacing. Handbook of Clinical Neurology. 168: 311-328
Jeunet C, Tonin L, Albert L, et al. (2020) Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures. Scientific Reports. 10: 1705
Jao PK, Chavarriaga R, Millan JDR. (2018) Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1956-1959
Martin S, Iturrate I, Chavarriaga R, et al. (2018) Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson's disease. Npj Parkinson's Disease. 4: 32
Iturrate I, Chavarriaga R, Pereira M, et al. (2018) Human EEG reveals distinct neural correlates of power and precision grasping types. Neuroimage. 181: 635-644
Liu D, Chen W, Lee K, et al. (2018) EEG-based lower-limb movement onset decoding: Continuous classification and asynchronous detection. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society
Dollé L, Chavarriaga R, Guillot A, et al. (2018) Interactions of spatial strategies producing generalization gradient and blocking: A computational approach. Plos Computational Biology. 14: e1006092
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