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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
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Year Citation  Score
2024 Iwane F, Porssut T, Blanke O, Chavarriaga R, Millan JDR, Herbelin B, Boulic R. Customizing the human-avatar mapping based on EEG error related potentials during avatar-based interaction. Journal of Neural Engineering. PMID 38386506 DOI: 10.1088/1741-2552/ad2c02  0.573
2023 Iwane F, Sobolewski A, Chavarriaga R, Millán JDR. EEG error-related potentials encode magnitude of errors and individual perceptual thresholds. Iscience. 26: 107524. PMID 37636067 DOI: 10.1016/j.isci.2023.107524  0.559
2023 Porssut T, Iwane F, Chavarriaga R, Blanke O, Millán JDR, Boulic R, Herbelin B. EEG signature of breaks in embodiment in VR. Plos One. 18: e0282967. PMID 37167243 DOI: 10.1371/journal.pone.0282967  0.55
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  0.545
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  0.543
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  0.624
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  0.771
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  0.598
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  0.562
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  0.783
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  0.607
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  0.595
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  0.562
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  0.548
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  0.731
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  0.617
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  0.765
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  0.504
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  0.601
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  0.331
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  0.595
2017 Úbeda A, Azorín JM, Chavarriaga R, R Millán JD. Classification of upper limb center-out reaching tasks by means of EEG-based continuous decoding techniques. Journal of Neuroengineering and Rehabilitation. 14: 9. PMID 28143603 DOI: 10.1186/s12984-017-0219-0  0.357
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  0.609
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  0.558
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  0.592
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  0.607
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  0.756
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  0.615
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  0.601
2015 Iturrate I, Chavarriaga R, Montesano L, Minguez J, Millán Jdel R. Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control. Scientific Reports. 5: 13893. PMID 26354145 DOI: 10.1038/srep13893  0.39
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  0.594
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  0.702
2014 Lew EY, Chavarriaga R, Silvoni S, Millán Jdel R. Single trial prediction of self-paced reaching directions from EEG signals. Frontiers in Neuroscience. 8: 222. PMID 25136290 DOI: 10.3389/fnins.2014.00222  0.332
2014 Chavarriaga R, Sobolewski A, Millán Jdel R. Errare machinale est: the use of error-related potentials in brain-machine interfaces. Frontiers in Neuroscience. 8: 208. PMID 25100937 DOI: 10.3389/fnins.2014.00208  0.35
2014 Iturrate I, Chavarriaga R, Montesano L, Minguez J, Millán J. Latency correction of event-related potentials between different experimental protocols. Journal of Neural Engineering. 11: 036005. PMID 24743234 DOI: 10.1088/1741-2560/11/3/036005  0.306
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  0.427
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  0.772
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  0.337
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  0.509
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  0.748
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  0.773
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  0.776
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  0.535
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  0.538
2012 Lew E, Chavarriaga R, Silvoni S, Millán Jdel R. Detection of self-paced reaching movement intention from EEG signals. Frontiers in Neuroengineering. 5: 13. PMID 23055968 DOI: 10.3389/fneng.2012.00013  0.316
2012 Tzovara A, Murray MM, Bourdaud N, Chavarriaga R, Millán Jdel R, De Lucia M. The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses. Neuroimage. 60: 1959-69. PMID 22342874 DOI: 10.1016/j.neuroimage.2012.01.136  0.302
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  0.757
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  0.51
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  0.497
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  0.721
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  0.67
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  0.746
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  0.483
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  0.752
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  0.681
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  0.517
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  0.741
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  0.669
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  0.766
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  0.697
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  0.771
2010 Chavarriaga R, Millan Jdel R. Learning from EEG error-related potentials in noninvasive brain-computer interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 18: 381-8. PMID 20570777 DOI: 10.1109/TNSRE.2010.2053387  0.365
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  0.679
2010 Perrin X, Chavarriaga R, Colas F, Siegwart R, Milln JDR. Brain-coupled interaction for semi-autonomous navigation of an assistive robot Robotics and Autonomous Systems. 58: 1246-1255. DOI: 10.1016/J.Robot.2010.05.010  0.301
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  0.754
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  0.761
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.  0.759
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  0.784
2009 Gangadhar G, Chavarriaga R, Millán Jdel R. Fast recognition of anticipation-related potentials. Ieee Transactions On Bio-Medical Engineering. 56: 1257-60. PMID 19272934 DOI: 10.1109/TBME.2008.2005486  0.349
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  0.526
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  0.758
2008 Bourdaud N, Chavarriaga R, Galan F, Millan Jdel R. Characterizing the EEG correlates of exploratory behavior. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 16: 549-56. PMID 19144587 DOI: 10.1109/TNSRE.2008.926712  0.336
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  0.53
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  0.6
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  0.735
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  0.505
2007 Arleo A, Chavarriaga R. Editorial: Multisensory integration and parallel memory systems for spatial cognition Journal of Integrative Neuroscience. 6: v-viii.  0.54
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  0.757
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  0.77
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  0.776
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  0.767
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  0.771
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.  0.722
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.  0.489
Low-probability matches (unlikely to be authored by this person)
2013 Ušćumlić M, Chavarriaga R, Millán Jdel R. An iterative framework for EEG-based image search: robust retrieval with weak classifiers. Plos One. 8: e72018. PMID 23977196 DOI: 10.1371/Journal.Pone.0072018  0.292
2010 Chavarriaga R, Biasiucci A, Forster K, Roggen D, Troster G, Millan Jdel R. Adaptation of hybrid human-computer interaction systems using EEG error-related potentials. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4226-9. PMID 21096899 DOI: 10.1109/IEMBS.2010.5627376  0.268
2018 Chavarriaga R. Symbiotic Brain-Machine interaction: Beyond control and monitoring Frontiers in Human Neuroscience. 12. DOI: 10.3389/conf.fnhum.2018.227.00010  0.267
2012 Chavarriaga R, Perrin X, Siegwart R, Millán Jdel R. Anticipation- and error-related EEG signals during realistic human-machine interaction: a study on visual and tactile feedback. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6723-6. PMID 23367472 DOI: 10.1109/EMBC.2012.6347537  0.249
2015 Tzovara A, Chavarriaga R, De Lucia M. Quantifying the time for accurate EEG decoding of single value-based decisions. Journal of Neuroscience Methods. 250: 114-25. PMID 25291525 DOI: 10.1016/j.jneumeth.2014.09.029  0.245
2012 Khaliliardali Z, Chavarriaga R, Andrei Gheorghe L, Millán Jdel R. Detection of anticipatory brain potentials during car driving. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 3829-32. PMID 23366763 DOI: 10.1109/EMBC.2012.6346802  0.232
2013 Zhang H, Chavarriaga R, Gheorghe L, Millán Jdel R. Inferring driver's turning direction through detection of error related brain activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 2196-9. PMID 24110158 DOI: 10.1109/EMBC.2013.6609971  0.231
2023 Meng L, Jiang X, Huang J, Zeng Z, Yu S, Jung TP, Lin CT, Chavarriaga R, Wu D. EEG-Based Brain-Computer Interfaces are Vulnerable to Backdoor Attacks. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 31: 2224-2234. PMID 37145943 DOI: 10.1109/TNSRE.2023.3273214  0.214
2012 Iturrate I, Chavarriaga R, Montesano L, Minguez J, Millan Jdel R. Latency correction of error potentials between different experiments reduces calibration time for single-trial classification. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 3288-91. PMID 23366628 DOI: 10.1109/EMBC.2012.6346667  0.213
2011 Iturrate I, Montesano L, Chavarriaga R, del R Millán J, Minguez J. Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 6369-72. PMID 22255795 DOI: 10.1109/IEMBS.2011.6091572  0.212
2015 Randazzo L, Iturrate I, Chavarriaga R, Leeb R, Del Millan JR. Detecting intention to grasp during reaching movements from EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1115-8. PMID 26736461 DOI: 10.1109/EMBC.2015.7318561  0.208
2016 Sani OG, Chavarriaga R, Shamsollahi MB, Del R Millan J. 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 28269556 DOI: 10.1109/EMBC.2016.7592029  0.201
2021 Zhang X, Wu D, Ding L, Luo H, Lin CT, Jung TP, Chavarriaga R. Tiny noise, big mistakes: adversarial perturbations induce errors in brain-computer interface spellers. National Science Review. 8: nwaa233. PMID 34691612 DOI: 10.1093/nsr/nwaa233  0.196
2015 Chavarriaga R, Iturrate I, Wannebroucq Q, Del Millan JR. Decoding fast-paced error-related potentials in monitoring protocols. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1111-4. PMID 26736460 DOI: 10.1109/EMBC.2015.7318560  0.193
2013 Gheorghe L, Chavarriaga R, Millán Jdel R. Steering timing prediction in a driving simulator task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 6913-6. PMID 24111334 DOI: 10.1109/EMBC.2013.6611147  0.187
2022 Dell'Agnola F, Jao PK, Arza A, Chavarriaga R, R Millan JD, Floreano D, Atienza D. Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions with Drones. Ieee Journal of Biomedical and Health Informatics. PMID 35759604 DOI: 10.1109/JBHI.2022.3186625  0.184
2022 Huggins JE, Krusienski D, Vansteensel MJ, Valeriani D, Thelen A, Stavisky S, Norton JJS, Nijholt A, Müller-Putz G, Kosmyna N, Korczowski L, Kapeller C, Herff C, Halder S, Guger C, ... ... Chavarriaga R, et al. Workshops of the Eighth International Brain-Computer Interface Meeting: BCIs: The Next Frontier. Brain Computer Interfaces (Abingdon, England). 9: 69-101. PMID 36908334 DOI: 10.1080/2326263X.2021.2009654  0.18
2010 Förster K, Biasiucci A, Chavarriaga R, Del R. Millán J, Roggen D, Tröster G. On the use of brain decoded signals for online user adaptive gesture recognition systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6030: 427-444. DOI: 10.1007/978-3-642-12654-3_25  0.17
2008 Chavarriaga R, Galán F, Del R. Millán J. Asynchronous detection and classification of oscillatory brain activity European Signal Processing Conference.  0.17
2017 Chavarriaga R, Fried-Oken M, Kleih S, Lotte F, Scherer R. Heading for new shores! Overcoming pitfalls in BCI design. Brain Computer Interfaces (Abingdon, England). 4: 60-73. PMID 29629393 DOI: 10.1080/2326263X.2016.1263916  0.163
2011 Bayati H, Del R. Millán J, Chavarriaga R. Unsupervised adaptation to on-body sensor displacement in acceleration-based activity recognition Proceedings - International Symposium On Wearable Computers, Iswc. 71-78. DOI: 10.1109/ISWC.2011.11  0.155
2014 Huggins JE, Guger C, Allison B, Anderson CW, Batista A, Brouwer AM, Brunner C, Chavarriaga R, Fried-Oken M, Gunduz A, Gupta D, Kübler A, Leeb R, Lotte F, Miller LE, et al. Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future. Brain Computer Interfaces (Abingdon, England). 1: 27-49. PMID 25485284 DOI: 10.1080/2326263X.2013.876724  0.155
2012 Lew E, Chavarriaga R, Zhang H, Seeck M, Millan Jdel R. Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 3280-3. PMID 23366626 DOI: 10.1109/EMBC.2012.6346665  0.152
2019 Huggins JE, Guger C, Aarnoutse E, Allison B, Anderson CW, Bedrick S, Besio W, Chavarriaga R, Collinger JL, Do AH, Herff C, Hohmann M, Kinsella M, Lee K, Lotte F, et al. Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation. Brain Computer Interfaces (Abingdon, England). 6: 71-101. PMID 33033729 DOI: 10.1080/2326263X.2019.1697163  0.147
2017 Huggins JE, Guger C, Ziat M, Zander TO, Taylor D, Tangermann M, Soria-Frisch A, Simeral J, Scherer R, Rupp R, Ruffini G, Robinson DKR, Ramsey NF, Nijholt A, Müller-Putz G, ... ... Chavarriaga R, et al. Workshops of the Sixth International Brain-Computer Interface Meeting: brain-computer interfaces past, present, and future. Brain Computer Interfaces (Abingdon, England). 4: 3-36. PMID 29152523 DOI: 10.1080/2326263X.2016.1275488  0.136
2013 Saeedi S, Carlson T, Chavarriaga R, Del R. Millán J. Making the most of context-awareness in brain-computer interfaces 2013 Ieee International Conference On Cybernetics, Cybconf 2013. 68-73. DOI: 10.1109/CYBConf.2013.6617459  0.136
2009 Roggen D, Förster K, Calatroni A, Holleczek T, Fang Y, Tröster G, Lukowicz P, Pirkl G, Bannach D, Kunze K, Ferscha A, Holzmann C, Riener A, Chavarriaga R, Del R. Millán J. OPPORTUNITY: Towards opportunistic activity and context recognition systems 2009 Ieee International Symposium On a World of Wireless, Mobile and Multimedia Networks and Workshops, Wowmom 2009. DOI: 10.1109/WOWMOM.2009.5282442  0.132
2010 Sovilla J, Chavarriaga R, Del R. Millán J. Natural arm trajectory generation for brain-controlled prosthetics 4th International Conference On Cognitive Systems, Cogsys 2010.  0.13
2012 Kurz M, Hölzl G, Ferscha A, Calatroni A, Roggen D, Tröster G, Sagha H, Chavarriaga R, del R. Millán J, Bannach D, Kunze K, Lukowicz P. The OPPORTUNITY Framework and Data Processing Ecosystem for Opportunistic Activity and Context Recognition International Journal of Sensors Wireless Communications and Controle. 1: 102-125. DOI: 10.2174/2210327911101020102  0.126
2019 Huggins JE, Guger C, Aarnoutse E, Allison B, Anderson CW, Bedrick S, Besio W, Chavarriaga R, Collinger JL, Do AH, Herff C, Hohmann M, Kinsella M, Lee K, Lotte F, et al. Workshops of the seventh international brain-computer interface meeting: not getting lost in translation Brain-Computer Interfaces. 6: 71-101. DOI: 10.1080/2326263x.2019.1697163  0.119
2013 Beuchat NJ, Chavarriaga R, Degallier S, Millán Jdel R. Offline decoding of upper limb muscle synergies from EEG slow cortical potentials. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 3594-7. PMID 24110507 DOI: 10.1109/EMBC.2013.6610320  0.118
2021 Bontempi G, Chavarriaga R, eD Canck H, Girardi E, Hoos H, Kilbane-Dawe I, Ball T, Nowé A, Sousa J, Bacciu D, Aldinucci M, eD Domenico M, Saffiotti A, Maratea M. The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics and Information Technology. 1-7. PMID 33584129 DOI: 10.1007/s10676-020-09567-7  0.117
2010 Biasiucci A, Chavarriaga R, Förster K, Roggen D, Tröster G, Del R. Millán J. Human awareness to interface errors improves HCI performance 4th International Conference On Cognitive Systems, Cogsys 2010.  0.114
2009 Bollon JM, Chavarriaga R, Millán JDR, Bessière P. EEG error-related potentials detection with a Bayesian filter 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 702-705. DOI: 10.1109/NER.2009.5109393  0.112
2010 Bourdaud N, Chavarriaga R, Millán J. Recognition of asynchronous cognitive events from EEG 4th International Conference On Cognitive Systems, Cogsys 2010.  0.109
2021 Chavarriaga R, Carey C, Luis Contreras-Vidal J, McKinney Z, Bianchi L. Standardization of Neurotechnology for Brain-Machine Interfacing: State of the Art and Recommendations. Ieee Open Journal of Engineering in Medicine and Biology. 2: 71-73. PMID 35402968 DOI: 10.1109/OJEMB.2021.3061328  0.108
2012 Carlson T, Leeb R, Chavarriaga R, Del R. Millan J. The birth of the brain-controlled wheelchair Ieee International Conference On Intelligent Robots and Systems. 5444-5445. DOI: 10.1109/IROS.2012.6386299  0.108
2021 Eke DO, Bernard A, Bjaalie JG, Chavarriaga R, Hanakawa T, Hannan AJ, Hill SL, Martone ME, McMahon A, Ruebel O, Crook S, Thiels E, Pestilli F. International data governance for neuroscience. Neuron. PMID 34914921 DOI: 10.1016/j.neuron.2021.11.017  0.088
2011 Biasiucci A, Chavarriaga R, Hamner B, Leeb R, Pichiorri F, De Vico Fallani F, Mattia D, Del R. Millan J. Combining discriminant and topographic information in BCI: Preliminary results on stroke patients 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 290-293. DOI: 10.1109/NER.2011.5910544  0.069
2014 Saeedi S, Chavarriaga R, Iturrate I, Millán JDR, Carlson T. Prediction of command delivery time for BCI Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 2014: 1493-1498. DOI: 10.1109/smc.2014.6974127  0.065
2019 Lotte F, Jeunet C, Chavarriaga R, Bougrain L, Thompson DE, Scherer R, Mowla MR, Kübler A, Grosse-Wentrup M, Dijkstra K, Dayan N. Turning negative into positives! Exploiting ‘negative’ results in Brain–Machine Interface (BMI) research Brain-Computer Interfaces. 6: 178-189. DOI: 10.1080/2326263x.2019.1697143  0.054
2014 Muñoz JE, Chavarriaga R, Villada JF, Lopez DS. BCI and motion capture technologies for rehabilitation based on videogames Proceedings of the 4th Ieee Global Humanitarian Technology Conference, Ghtc 2014. 396-401. DOI: 10.1109/GHTC.2014.6970312  0.045
2014 Muñoz JE, Chavarriaga R, Lopez DS. Application of hybrid BCI and exergames for balance rehabilitation after stroke Acm International Conference Proceeding Series. 2014. DOI: 10.1145/2663806.2671211  0.033
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