Ricardo Chavarriaga, Ph.D. - Publications

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

71 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Batzianoulis I, Iwane F, Wei S, Correia CGPR, Chavarriaga R, Millán JDR, Billard A. Customizing skills for assistive robotic manipulators, an inverse reinforcement learning approach with error-related potentials. Communications Biology. 4: 1406. PMID 34916587 DOI: 10.1038/s42003-021-02891-8  0.524
2021 Iwane F, Iturrate I, Chavarriaga R, Millan JDR. Invariability of EEG error-related potentials during continuous feedback protocols elicited by erroneous actions at predicted or unpredicted states. Journal of Neural Engineering. PMID 33882461 DOI: 10.1088/1741-2552/abfa70  0.524
2021 Delaux A, de Saint Aubert JB, Ramanoël S, Bécu M, Gehrke L, Klug M, Chavarriaga R, Sahel JA, Gramann K, Arleo A. Mobile brain/body imaging of landmark-based navigation with high-density EEG. The European Journal of Neuroscience. PMID 33738880 DOI: 10.1111/ejn.15190  0.614
2021 Aydarkhanov R, Uscumlic M, Chavarriaga R, Gheorghe L, Millan JDR. Closed-loop EEG study on visual recognition during driving. Journal of Neural Engineering. PMID 33494072 DOI: 10.1088/1741-2552/abdfb2  0.768
2020 Perdikis S, Leeb R, Chavarriaga R, Millan JDR. Context-Aware Learning for Generative Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 32776882 DOI: 10.1109/TNNLS.2020.3011671  0.569
2020 Orset B, Lee K, Chavarriaga R, Millan JDR. User adaptation to closed-loop decoding of motor imagery termination. Ieee Transactions On Bio-Medical Engineering. PMID 32746025 DOI: 10.1109/TBME.2020.3001981  0.56
2020 Aydarkhanov RA, Uscumlic M, Chavarriaga R, Gheorghe L, Millan JDR. Spatial covariance improves BCI performance for late ERPs components with high temporal variability. Journal of Neural Engineering. PMID 32442981 DOI: 10.1088/1741-2552/Ab95Eb  0.776
2020 Iturrate I, Chavarriaga R, Millán JDR. General principles of machine learning for brain-computer interfacing. Handbook of Clinical Neurology. 168: 311-328. PMID 32164862 DOI: 10.1016/B978-0-444-63934-9.00023-8  0.569
2020 Jeunet C, Tonin L, Albert L, Chavarriaga R, Bideau B, Argelaguet F, Millán JDR, Lécuyer A, Kulpa R. Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures. Scientific Reports. 10: 1705. PMID 32015376 DOI: 10.1038/S41598-020-58533-2  0.591
2018 Jao PK, Chavarriaga R, Millan JDR. 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. PMID 30440781 DOI: 10.1109/EMBC.2018.8512687  0.524
2018 Martin S, Iturrate I, Chavarriaga R, Leeb R, Sobolewski A, Li AM, Zaldivar J, Peciu-Florianu I, Pralong E, Castro-Jiménez M, Benninger D, Vingerhoets F, Knight RT, Bloch J, Millán JDR. Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson's disease. Npj Parkinson's Disease. 4: 32. PMID 30417084 DOI: 10.1038/s41531-018-0068-y  0.558
2018 Iturrate I, Chavarriaga R, Pereira M, Zhang H, Corbet T, Leeb R, Millán JDR. Human EEG reveals distinct neural correlates of power and precision grasping types. Neuroimage. 181: 635-644. PMID 30056196 DOI: 10.1016/j.neuroimage.2018.07.055  0.733
2018 Liu D, Chen W, Lee K, Chavarriaga R, Iwane F, Bouri M, Pei Z, Millan JDR. 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. PMID 30004882 DOI: 10.1109/TNSRE.2018.2855053  0.604
2018 Dollé L, Chavarriaga R, Guillot A, Khamassi M. Interactions of spatial strategies producing generalization gradient and blocking: A computational approach. Plos Computational Biology. 14: e1006092. PMID 29630600 DOI: 10.1371/Journal.Pcbi.1006092  0.74
2018 Chavarriaga R, Uscumlic M, Zhang H, Khaliliardali Z, Aydarkhanov R, Saeedi S, Gheorghe L, Millan JdR. Decoding Neural Correlates of Cognitive States to Enhance Driving Experience Ieee Transactions On Emerging Topics in Computational Intelligence. 2: 288-297. DOI: 10.1109/TETCI.2018.2848289  0.524
2017 Liu D, Chen W, Chavarriaga R, Pei Z, Millán JDR. Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors. Frontiers in Human Neuroscience. 11: 560. PMID 29218004 DOI: 10.3389/fnhum.2017.00560  0.592
2017 Liu D, Chen W, Lee K, Chavarriaga R, Bouri M, Pei Z, Millan JDR. Brain-actuated gait trainer with visual and proprioceptive feedback. Journal of Neural Engineering. PMID 28696340 DOI: 10.1088/1741-2552/aa7df9  0.301
2017 Min BK, Chavarriaga R, Millán JD. Harnessing Prefrontal Cognitive Signals for Brain-Machine Interfaces. Trends in Biotechnology. PMID 28389030 DOI: 10.1016/J.Tibtech.2017.03.008  0.582
2017 Lee K, Liu D, Perroud L, Chavarriaga R, Millán JdR. A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers Robotics and Autonomous Systems. 90: 15-23. DOI: 10.1016/j.robot.2016.10.005  0.569
2016 Sani OG, Chavarriaga R, Shamsollahi MB, Millan JD, Sani OG, Chavarriaga R, Shamsollahi MB, Del R Millan J, Shamsollahi MB, Sani OG, Chavarriaga R, Del Millan JR. Detection of movement related cortical potential: effects of causal vs. non-causal processing. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5733-5736. PMID 28227811 DOI: 10.1109/EMBC.2016.7592029  0.524
2016 Saeedi S, Chavarriaga R, Millan JD. Long-term stable control of motor-imagery BCI by a locked-in user through adaptive assistance. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 28055886 DOI: 10.1109/TNSRE.2016.2645681  0.569
2016 Saeedi S, Chavarriaga R, Leeb R, Millan JdR. Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability Ieee Computational Intelligence Magazine. 11: 32-39. DOI: 10.1109/MCI.2015.2501550  0.569
2016 Sagha H, Li F, Variani E, Millán JdR, Chavarriaga R, Schuller B. Stream fusion for multi-stream automatic speech recognition International Journal of Speech Technology. 19: 669-675. DOI: 10.1007/S10772-016-9357-1  0.759
2015 Zhang H, Chavarriaga R, Khaliliardali Z, Gheorghe L, Iturrate I, Millán JD. EEG-based decoding of error-related brain activity in a real-world driving task. Journal of Neural Engineering. 12: 066028. PMID 26595103 DOI: 10.1088/1741-2560/12/6/066028  0.599
2015 Khaliliardali Z, Chavarriaga R, Gheorghe LA, Millán JD. Action prediction based on anticipatory brain potentials during simulated driving. Journal of Neural Engineering. 12: 066006. PMID 26401885 DOI: 10.1088/1741-2560/12/6/066006  0.569
2015 Zhang H, Chavarriaga R, Millán JD. Discriminant Brain Connectivity Patterns of Performance Monitoring at Average and Single-Trial Levels. Neuroimage. PMID 26169320 DOI: 10.1016/j.neuroimage.2015.07.012  0.569
2015 Sagha H, Perdikis S, Millán Jdel R, Chavarriaga R. Quantifying electrode reliability during brain-computer interface operation. Ieee Transactions On Bio-Medical Engineering. 62: 858-64. PMID 25376032 DOI: 10.1109/Tbme.2014.2366554  0.697
2014 Renold H, Chavarriaga R, Gheorghe L, Milĺan JDR. EEG correlates of active visual search during simulated driving: An exploratory study Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 2014: 2815-2820. DOI: 10.1109/smc.2014.6974355  0.524
2014 Chavarriaga R, Hurtado MN, Bolaños M, Loaiza JA, Mayor JM, Valencia M, Aguilar-Zambrano J. Multidisciplinary design of suitable assistive technologies for motor disabilities in Colombia Proceedings of the 4th Ieee Global Humanitarian Technology Conference, Ghtc 2014. 386-391. DOI: 10.1109/GHTC.2014.6970310  0.437
2013 Garipelli G, Chavarriaga R, Millán Jdel R. Single trial analysis of slow cortical potentials: a study on anticipation related potentials. Journal of Neural Engineering. 10: 036014. PMID 23611808 DOI: 10.1088/1741-2560/10/3/036014  0.768
2013 Roggen D, Tröster G, Lukowicz P, Ferscha A, Del R. Millán J, Chavarriaga R. Opportunistic human activity and context recognition Computer. 46: 36-45. DOI: 10.1109/Mc.2012.393  0.34
2013 Kim JH, Chavarriaga R, Millán JDR, Lee SW. Three-dimensional upper limb movement decoding from EEG signals 2013 International Winter Workshop On Brain-Computer Interface, Bci 2013. 109-111. DOI: 10.1109/IWW-BCI.2013.6506648  0.524
2013 Sagha H, Calatroni A, Millán JDR, Roggen D, Tröster G, Chavarriaga R. Robust activity recognition combining anomaly detection and classifier retraining 2013 Ieee International Conference On Body Sensor Networks, Bsn 2013. DOI: 10.1109/BSN.2013.6575491  0.752
2013 Sagha H, Bayati H, Millán JDR, Chavarriaga R. On-line anomaly detection and resilience in classifier ensembles Pattern Recognition Letters. 34: 1916-1927. DOI: 10.1016/J.Patrec.2013.02.014  0.774
2013 Chavarriaga R, Sagha H, Calatroni A, Digumarti ST, Tröster G, Millán JDR, Roggen D. The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition Pattern Recognition Letters. 34: 2033-2042. DOI: 10.1016/J.Patrec.2012.12.014  0.777
2013 Chavarriaga R, Bayati H, Millán JDR. Unsupervised adaptation for acceleration-based activity recognition: Robustness to sensor displacement and rotation Personal and Ubiquitous Computing. 17: 479-490. DOI: 10.1007/s00779-011-0493-y  0.55
2012 Zhang H, Chavarriaga R, Goel MK, Gheorghe L, Millán Jdel R. Improved recognition of error related potentials through the use of brain connectivity features. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6740-3. PMID 23367476 DOI: 10.1109/EMBC.2012.6347541  0.514
2012 Baños O, Calatroni A, Damas M, Pomares H, Rojas I, Sagha H, Millán JDR, Tröster G, Chavarriaga R, Roggen D. Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities Proceedings - International Symposium On Wearable Computers, Iswc. 92-99. DOI: 10.1109/ISWC.2012.17  0.758
2012 Saeedi S, Chavarriaga R, Millán JDR, Gastpar MC. Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 3345-3349. DOI: 10.1109/ICSMC.2012.6378308  0.514
2012 Carlson T, Leeb R, Chavarriaga R, Millán JDR. Online modulation of the level of assistance in shared control systems Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 3339-3344. DOI: 10.1109/ICSMC.2012.6378307  0.524
2011 Leeb R, Sagha H, Chavarriaga R, Millán Jdel R. A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities. Journal of Neural Engineering. 8: 025011. PMID 21436524 DOI: 10.1088/1741-2560/8/2/025011  0.71
2011 Kurz M, Hölzl G, Ferscha A, Sagha H, Del R. Millán J, Chavarriaga R. Dynamic quantification of activity recognition capabilities in opportunistic systems Ieee Vehicular Technology Conference. DOI: 10.1109/VETECS.2011.5956356  0.674
2011 Sagha H, Millán JDR, Chavarriaga R. Detecting anomalies to improve classification performance in opportunistic sensor networks 2011 Ieee International Conference On Pervasive Computing and Communications Workshops, Percom Workshops 2011. 154-159. DOI: 10.1109/PERCOMW.2011.5766860  0.751
2011 Goel MK, Chavarriaga R, Del R. Millan J. Cortical current density vs. surface EEG for event-related potential-based Brain-Computer Interface 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 430-433. DOI: 10.1109/NER.2011.5910578  0.471
2011 Garipelli G, Chavarriaga R, Del R. Millan J. Single trial recognition of anticipatory slow cortical potentials: The role of spatio-spectral filtering 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 408-411. DOI: 10.1109/NER.2011.5910573  0.755
2011 Chavarriaga R, Sagha H, Del R. Millán J. Ensemble creation and reconfiguration for activity recognition: An information theoretic approach Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 2761-2766. DOI: 10.1109/ICSMC.2011.6084090  0.683
2011 Perrin X, Colas F, Pradalier C, Siegwart R, Chavarriaga R, Millán JDR. Learning user habits for semi-autonomous navigation using low throughput interfaces Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 1-6. DOI: 10.1109/ICSMC.2011.6083633  0.524
2011 Sagha H, Digumarti ST, Millán JDR, Chavarriaga R, Calatroni A, Roggen D, Tröster G. Benchmarking classification techniques using the opportunity human activity dataset Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 36-40. DOI: 10.1109/ICSMC.2011.6083628  0.744
2011 Sagha H, Del R. Millan J, Chavarriaga R. Detecting and rectifying anomalies in body sensor networks Proceedings - 2011 International Conference On Body Sensor Networks, Bsn 2011. 162-167. DOI: 10.1109/BSN.2011.34  0.676
2011 Roggen D, Calatroni A, Förster K, Tröster G, Lukowicz P, Bannach D, Ferscha A, Kurz M, Hölzl G, Sagha H, Bayati H, Millán JDR, Chavarriaga R. Activity recognition in opportunistic sensor environments Procedia Computer Science. 7: 173-174. DOI: 10.1016/J.Procs.2011.09.003  0.768
2010 Leeb R, Sagha H, Chavarriaga R, Del R Millan J. Multimodal fusion of muscle and brain signals for a hybrid-BCI. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4343-6. PMID 21096001 DOI: 10.1109/IEMBS.2010.5626233  0.687
2010 Dollé L, Sheynikhovich D, Girard B, Chavarriaga R, Guillot A. Path planning versus cue responding: a bio-inspired model of switching between navigation strategies. Biological Cybernetics. 103: 299-317. PMID 20617443 DOI: 10.1007/S00422-010-0400-Z  0.77
2010 Roggen D, Calatroni A, Rossi M, Holleczek T, Förster K, Tröster G, Lukowicz P, Bannach D, Pirkl G, Ferscha A, Doppler J, Holzmann C, Kurz M, Holl G, Chavarriaga R, et al. Collecting complex activity datasets in highly rich networked sensor environments Inss 2010 - 7th International Conference On Networked Sensing Systems. 233-240. DOI: 10.1109/INSS.2010.5573462  0.684
2010 Sheynikhovich D, Dollé L, Chavarriaga R, Arleo A. Minimal model of strategy switching in the plus-maze navigation task Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6226: 390-401. DOI: 10.1007/978-3-642-15193-4_37  0.753
2010 Dollé L, Sheynikhovich D, Girard B, Ujfalussy B, Chavarriaga R, Guillot A. Analyzing interactions between cue-guided and place-based navigation with a computational model of action selection: Influence of sensory cues and training Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6226: 335-346. DOI: 10.1007/978-3-642-15193-4_32  0.758
2010 Ušćumlić M, Chavarriaga R, Del R. Millán J. Coupling human's brain cognitive signals and computer vision 4th International Conference On Cognitive Systems, Cogsys 2010 0.754
2009 Sheynikhovich D, Chavarriaga R, Strösslin T, Arleo A, Gerstner W. Is there a geometric module for spatial orientation? Insights from a rodent navigation model. Psychological Review. 116: 540-66. PMID 19618986 DOI: 10.1037/A0016170  0.777
2009 Gangadhar G, Chavarriaga R, Millán JDR. Anticipation based Brain-Computer Interfacing (aBCI) 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 459-462. DOI: 10.1109/NER.2009.5109332  0.524
2009 Garipelli G, Chavarriaga R, Cincotti F, Babiloni F, Millan JDR. Discriminative channel selection method for the recognition of anticipation related potentials from CCD estimated cortical activity Machine Learning For Signal Processing Xix - Proceedings of the 2009 Ieee Signal Processing Society Workshop, Mlsp 2009. DOI: 10.1109/MLSP.2009.5306216  0.76
2008 Perrin X, Chavarriaga R, Ray C, Siegwart R, Millán JDR. A comparative psychophysical and EEG study of different feedback modalities for HRI Hri 2008 - Proceedings of the 3rd Acm/Ieee International Conference On Human-Robot Interaction: Living With Robots. 41-48. DOI: 10.1145/1349822.1349829  0.524
2008 Millán JDR, Ferrez PW, Galán F, Lew E, Chavarriaga R. Non-invasive brain-machine interaction International Journal of Pattern Recognition and Artificial Intelligence. 22: 959-972. DOI: 10.1142/S0218001408006600  0.569
2008 Dollé L, Khamassi M, Girard B, Guillot A, Chavarriaga R. Analyzing interactions between navigation strategies using a computational model of action selection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5248: 71-86. DOI: 10.1007/978-3-540-87601-4_8  0.727
2007 Millán JDR, Ferrez PW, Galán F, Lew E, Chavarriaga R. Non-invasive brain-actuated interaction Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4729: 438-447. DOI: 10.1007/978-3-540-75555-5_42  0.524
2007 Arleo A, Chavarriaga R. Editorial: Multisensory integration and parallel memory systems for spatial cognition Journal of Integrative Neuroscience. 6: v-viii.  0.567
2006 Sheynikhovich D, Chavarriaga R, Strösslin T, Gerstner W. Adaptive sensory processing for efficient place coding Neurocomputing. 69: 1211-1214. DOI: 10.1016/J.Neucom.2005.12.078  0.762
2005 Strösslin T, Sheynikhovich D, Chavarriaga R, Gerstner W. Robust self-localisation and navigation based on hippocampal place cells. Neural Networks : the Official Journal of the International Neural Network Society. 18: 1125-40. PMID 16263241 DOI: 10.1016/J.Neunet.2005.08.012  0.771
2005 Chavarriaga R, Strösslin T, Sheynikhovich D, Gerstner W. A computational model of parallel navigation systems in rodents. Neuroinformatics. 3: 223-41. PMID 16077160 DOI: 10.1385/Ni:3:3:223  0.775
2005 Chavarriaga R, Strösslin T, Sheynikhovich D, Gerstner W. Competition between cue response and place response: A model of rat navigation behaviour Connection Science. 17: 167-183. DOI: 10.1080/09540090500138093  0.769
2005 Sheynikhovich D, Chavarriaga R, Strösslin T, Gerstner W. Spatial representation and navigation in a bio-inspired robot Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3575: 245-264. DOI: 10.1007/11521082_15  0.772
2005 Strösslin T, Chavarriaga R, Sheynikhovich D, Gerstner W. Modelling path integrator recalibration using hippocampal place cells Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3696: 51-56.  0.734
2004 Chavarriaga R, Gerstner W. Combining visual and proprioceptive information in a model of spatial learning and navigation Ieee International Conference On Neural Networks - Conference Proceedings. 1: 603-608.  0.49
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