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

104 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 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  1
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  0.56
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  0.56
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  0.56
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  0.76
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  0.76
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  0.56
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  0.76
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  0.76
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  0.56
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  0.92
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  0.76
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  0.64
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  0.56
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  0.48
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  0.4
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  0.48
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  0.48
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  1
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  1
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  0.64
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  0.48
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  1
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  1
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  1
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  1
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  0.4
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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 1
2010 Bourdaud N, Chavarriaga R, Millán J. Recognition of asynchronous cognitive events from EEG 4th International Conference On Cognitive Systems, Cogsys 2010 1
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 1
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 1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2008 Chavarriaga R, Galán F, Del R. Millán J. Asynchronous detection and classification of oscillatory brain activity European Signal Processing Conference 1
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  1
2007 Arleo A, Chavarriaga R. Editorial: Multisensory integration and parallel memory systems for spatial cognition Journal of Integrative Neuroscience. 6: v-viii.  1
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  1
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  1
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  1
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  1
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  1
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.  1
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.  1
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