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José del R. Millán
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Journal Articles
- 2023
- [j61]Ping-Keng Jao
, Ricardo Chavarriaga
, José del R. Millán
:
EEG-Based Online Regulation of Difficulty in Simulated Flying. IEEE Trans. Affect. Comput. 14(1): 394-405 (2023) - 2022
- [j60]Gloria Beraldo
, Luca Tonin
, José del R. Millán
, Emanuele Menegatti
:
Shared Intelligence for Robot Teleoperation via BMI. IEEE Trans. Hum. Mach. Syst. 52(3): 400-409 (2022) - [j59]Fabio Dell'Agnola
, Ping-Keng Jao
, Adriana Arza
, Ricardo Chavarriaga
, José del R. Millán
, Dario Floreano
, David Atienza
:
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. IEEE J. Biomed. Health Informatics 26(9): 4751-4762 (2022) - 2021
- [j58]Luca Tonin
, José del R. Millán:
Noninvasive Brain-Machine Interfaces for Robotic Devices. Annu. Rev. Control. Robotics Auton. Syst. 4: 191-214 (2021) - [j57]Bastien Orset
, Kyuhwa Lee
, Ricardo Chavarriaga
, José del R. Millán
:
User Adaptation to Closed-Loop Decoding of Motor Imagery Termination. IEEE Trans. Biomed. Eng. 68(1): 3-10 (2021) - [j56]Ping-Keng Jao
, Ricardo Chavarriaga
, Fabio Dell'Agnola
, Adriana Arza
, David Atienza
, José del R. Millán
:
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. IEEE Trans. Hum. Mach. Syst. 51(2): 99-108 (2021) - [j55]Serafeim Perdikis
, Robert Leeb, Ricardo Chavarriaga
, José del R. Millán
:
Context-Aware Learning for Generative Models. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3471-3483 (2021) - 2020
- [j54]Abbas Rahimi
, Artiom Tchouprina, Pentti Kanerva, José del R. Millán
, Jan M. Rabaey:
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials. Mob. Networks Appl. 25(5): 1958-1969 (2020) - [j53]Luca Tonin
, Felix Christian Bauer
, José del R. Millán
:
The Role of the Control Framework for Continuous Teleoperation of a Brain-Machine Interface-Driven Mobile Robot. IEEE Trans. Robotics 36(1): 78-91 (2020) - 2018
- [j52]Tiffany Corbet, Iñaki Iturrate, Michael Pereira
, Serafeim Perdikis
, José del R. Millán
:
Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance. NeuroImage 176: 268-276 (2018) - [j51]Iñaki Iturrate, Ricardo Chavarriaga, Michael Pereira
, Huaijian Zhang, Tiffany Corbet, Robert Leeb, José del R. Millán
:
Human EEG reveals distinct neural correlates of power and precision grasping types. NeuroImage 181: 635-644 (2018) - [j50]Luca Randazzo
, Iñaki Iturrate
, Serafeim Perdikis
, José del R. Millán
:
mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation. IEEE Robotics Autom. Lett. 3(1): 500-507 (2018) - [j49]Ricardo Chavarriaga
, Marija Uscumlic, Huaijian Zhang, Zahra Khaliliardali, Ruslan Aydarkhanov
, Sareh Saeedi
, Lucian Gheorghe, José del R. Millán
:
Decoding Neural Correlates of Cognitive States to Enhance Driving Experience. IEEE Trans. Emerg. Top. Comput. Intell. 2(4): 288-297 (2018) - 2017
- [j48]Niccolò Mora
, Ilaria De Munari
, Paolo Ciampolini, José del R. Millán
:
Plug&Play Brain-Computer Interfaces for effective Active and Assisted Living control. Medical Biol. Eng. Comput. 55(8): 1339-1352 (2017) - [j47]Kyuhwa Lee
, Dong Liu, Laetitia Perroud, Ricardo Chavarriaga
, José del R. Millán
:
A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers. Robotics Auton. Syst. 90: 15-23 (2017) - 2016
- [j46]Sareh Saeedi, Ricardo Chavarriaga, Robert Leeb, José del R. Millán
:
Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability. IEEE Comput. Intell. Mag. 11(1): 32-39 (2016) - [j45]Hesam Sagha, Feipeng Li, Ehsan Variani, José del R. Millán
, Ricardo Chavarriaga, Björn W. Schuller
:
Stream fusion for multi-stream automatic speech recognition. Int. J. Speech Technol. 19(4): 669-675 (2016) - 2015
- [j44]Huaijian Zhang, Ricardo Chavarriaga
, José del R. Millán
:
Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels. NeuroImage 120: 64-74 (2015) - [j43]Gernot R. Müller-Putz, José del R. Millán
, Gerwin Schalk
, Klaus-Robert Müller
:
The Plurality of Human Brain-Computer Interfacing [Scanning the Issue]. Proc. IEEE 103(6): 868-870 (2015) - [j42]Gernot R. Müller-Putz, Robert Leeb, Michael Tangermann, Johannes Höhne, Andrea Kübler, Febo Cincotti
, Donatella Mattia
, Rüdiger Rupp, Klaus-Robert Müller
, José del R. Millán
:
Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond. Proc. IEEE 103(6): 926-943 (2015) - [j41]Robert Leeb, Luca Tonin
, Martin Rohm, Lorenzo Desideri
, Tom Carlson
, José del R. Millán
:
Towards Independence: A BCI Telepresence Robot for People With Severe Motor Disabilities. Proc. IEEE 103(6): 969-982 (2015) - [j40]Hesam Sagha, Serafeim Perdikis
, José del R. Millán
, Ricardo Chavarriaga
:
Quantifying Electrode Reliability During Brain-Computer Interface Operation. IEEE Trans. Biomed. Eng. 62(3): 858-864 (2015) - 2014
- [j39]Tomás de Jesús Mateo Sanguino
, José Manuel Andújar Márquez
, Tom Carlson
, José del R. Millán
:
Improving Skills and Perception in Robot Navigation by an Augmented Virtuality Assistance System. J. Intell. Robotic Syst. 76(2): 255-266 (2014) - 2013
- [j38]Robert Leeb, Serafeim Perdikis
, Luca Tonin
, Andrea Biasiucci
, Michele Tavella, Marco Creatura, Alberto Molina, Abdul Al-Khodairy, Tom Carlson
, José del R. Millán
:
Transferring brain-computer interfaces beyond the laboratory: Successful application control for motor-disabled users. Artif. Intell. Medicine 59(2): 121-132 (2013) - [j37]Daniel Roggen
, Gerhard Tröster, Paul Lukowicz, Alois Ferscha, José del R. Millán
, Ricardo Chavarriaga
:
Opportunistic Human Activity and Context Recognition. Computer 46(2): 36-45 (2013) - [j36]Hesam Sagha, Hamidreza Bayati, José del R. Millán
, Ricardo Chavarriaga
:
On-line anomaly detection and resilience in classifier ensembles. Pattern Recognit. Lett. 34(15): 1916-1927 (2013) - [j35]Ricardo Chavarriaga
, Hesam Sagha, Alberto Calatroni, Sundara Tejaswi Digumarti
, Gerhard Tröster, José del R. Millán
, Daniel Roggen
:
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition. Pattern Recognit. Lett. 34(15): 2033-2042 (2013) - [j34]Ricardo Chavarriaga
, Hamidreza Bayati, José del R. Millán
:
Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation. Pers. Ubiquitous Comput. 17(3): 479-490 (2013) - [j33]Tom Carlson
, José del R. Millán
:
Brain-Controlled Wheelchairs: A Robotic Architecture. IEEE Robotics Autom. Mag. 20(1): 65-73 (2013) - 2012
- [j32]Athina Tzovara
, Micah M. Murray
, Nicolas Bourdaud, Ricardo Chavarriaga
, José del R. Millán
, Marzia De Lucia
:
The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses. NeuroImage 60(4): 1959-1969 (2012) - 2011
- [j31]Gernot R. Müller-Putz
, Christian Breitwieser, Febo Cincotti
, Robert Leeb, Martijn Schreuder
, Francesco Leotta
, Michele Tavella, Luigi Bianchi, Alex Kreilinger, Andrew Ramsay, Martin Rohm, Max Sagebaum
, Luca Tonin
, Christa Neuper, José del R. Millán
:
Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI. Frontiers Neuroinformatics 5: 30 (2011) - [j30]Cristina de Negueruela, Michael Broschart, Carlo Menon
, José del R. Millán
:
Brain-computer interfaces for space applications. Pers. Ubiquitous Comput. 15(5): 527-537 (2011) - 2010
- [j29]Xavier Perrin, Ricardo Chavarriaga
, Francis Colas, Roland Siegwart
, José del R. Millán
:
Brain-coupled interaction for semi-autonomous navigation of an assistive robot. Robotics Auton. Syst. 58(12): 1246-1255 (2010) - 2009
- [j28]Garipelli Gangadhar, Ricardo Chavarriaga
, José del R. Millán
:
Fast Recognition of Anticipation-Related Potentials. IEEE Trans. Biomed. Eng. 56(4): 1257-1260 (2009) - 2008
- [j27]Anton Nijholt
, Desney S. Tan, Gert Pfurtscheller, Clemens Brunner, José del R. Millán
, Brendan Z. Allison, Bernhard Graimann, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
:
Brain-Computer Interfacing for Intelligent Systems. IEEE Intell. Syst. 23(3): 72-79 (2008) - [j26]José del R. Millán
, Pierre W. Ferrez, Ferran Galán, Eileen Lew, Ricardo Chavarriaga
:
Non-Invasive Brain-Machine Interaction. Int. J. Pattern Recognit. Artif. Intell. 22(5): 959-972 (2008) - [j25]Pierre W. Ferrez, José del R. Millán
:
Error-Related EEG Potentials Generated During Simulated Brain-Computer Interaction. IEEE Trans. Biomed. Eng. 55(3): 923-929 (2008) - 2007
- [j24]Febo Cincotti, Laura Kauhanen, Fabio Aloise, Tapio Palomäki, Nicholas Caporusso, Pasi Jylänki, Donatella Mattia, Fabio Babiloni, Gerolf Vanacker, Marnix Nuttin, Maria Grazia Marciani, José del R. Millán:
Vibrotactile Feedback for Brain-Computer Interface Operation. Comput. Intell. Neurosci. 2007 (2007) - [j23]Gerolf Vanacker, José del R. Millán
, Eileen Lew, Pierre W. Ferrez, Ferran Galán, Johan Philips
, Hendrik Van Brussel, Marnix Nuttin:
Context-Based Filtering for Assisted Brain-Actuated Wheelchair Driving. Comput. Intell. Neurosci. 2007 (2007) - [j22]Sébastien Marcel, José del R. Millán
:
Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 29(4): 743-752 (2007) - 2006
- [j21]Sara L. González Andino, Rolando Grave de Peralta Menendez, Gregor Thut
, José del R. Millán
, Patrice Morier, Theodor Landis:
Very high frequency oscillations (VHFO) as a predictor of movement intentions. NeuroImage 32(1): 170-179 (2006) - 2005
- [j20]Rolando Grave de Peralta Menendez, Sara González Andino, Lucas Perez, Pierre W. Ferrez, José del R. Millán
:
Non-invasive estimation of local field potentials for neuroprosthesis control. Cogn. Process. 6(1): 59-64 (2005) - 2004
- [j19]José del R. Millán
, Frédéric Renkens, Josep Mouriño, Wulfram Gerstner
:
Brain-actuated interaction. Artif. Intell. 159(1-2): 241-259 (2004) - [j18]José del R. Millán
, Frédéric Renkens, Josep Mouriño, Wulfram Gerstner
:
Noninvasive brain-actuated control of a mobile robot by human EEG. IEEE Trans. Biomed. Eng. 51(6): 1026-1033 (2004) - 2003
- [j17]José del R. Millán
:
Adaptive brain interfaces. Commun. ACM 46(3): 74-80 (2003) - 2002
- [j16]José del R. Millán
, Marco Franzé, Josep Mouriño, Febo Cincotti
, Fabio Babiloni
:
Relevant EEG features for the classification of spontaneous motor-related tasks. Biol. Cybern. 86(2): 89-95 (2002) - [j15]José del R. Millán
, Daniele Posenato, Eric Dedieu:
Continuous-Action Q-Learning. Mach. Learn. 49(2-3): 247-265 (2002) - [j14]José del R. Millán
, Josep Mouriño, Marco Franzé, Febo Cincotti
, Markus Varsta, Jukka Heikkonen, Fabio Babiloni
:
A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Trans. Neural Networks 13(3): 678-686 (2002) - 2001
- [j13]Markus Varsta, Jukka Heikkonen, Jouko Lampinen, José del R. Millán
:
Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. Neural Process. Lett. 13(3): 237-251 (2001) - 2000
- [j12]Pedro Martín, José del R. Millán
:
Robot arm reaching through neural inversions and reinforcement learning. Robotics Auton. Syst. 31(4): 227-246 (2000) - 1999
- [j11]Pedro Martín, José del R. Millán
:
Learning of Sensor-Based Arm Motions while Executing High-Level Descriptions of Tasks. Auton. Robots 7(1): 57-75 (1999) - [j10]Angelo Arleo
, José del R. Millán
, Dario Floreano:
Efficient learning of variable-resolution cognitive maps for autonomous indoor navigation. IEEE Trans. Robotics Autom. 15(6): 990-1000 (1999) - 1998
- [j9]Javier Zamora
, José del R. Millán
, Antonio Murciano
:
Learning and stabilization of altruistic behaviors in multi-agent systems by reciprocity. Biol. Cybern. 78(3): 197-205 (1998) - [j8]João Sequeira, José del R. Millán
, M. Isabel Ribeiro, João G. M. Gonçalves:
Embedding learning in behaviour-based architectures: a conceptual approach. J. Intell. Manuf. 9(2): 201-207 (1998) - [j7]Pedro Martín, José del R. Millán
:
Learning reaching strategies through reinforcement for a sensor-based manipulator. Neural Networks 11(2): 359-376 (1998) - 1997
- [j6]Antonio Murciano
, José del R. Millán
, Javier Zamora
:
Specialization in multi-agent systems through learning. Biol. Cybern. 76(5): 375-382 (1997) - 1996
- [j5]Antonio Murciano
, José del R. Millán
:
Learning Signaling Behaviors and Specialization in Cooperative Agents. Adapt. Behav. 5(1): 5-28 (1996) - [j4]José del R. Millán
:
Rapid, safe, and incremental learning of navigation strategies. IEEE Trans. Syst. Man Cybern. Part B 26(3): 408-420 (1996) - 1995
- [j3]Michael Kaiser, Volker Klingspor, José del R. Millán
, Marco Accame, Frank Wallner, Rüdiger Dillmann:
Using Machine Learning Techniques in Real-World Mobile Robots. IEEE Expert 10(2): 37-45 (1995) - [j2]José del R. Millán
:
Reinforcement learning of goal-directed obstacle-avoiding reaction strategies in an autonomous mobile robot. Robotics Auton. Syst. 15(4): 275-299 (1995) - 1992
- [j1]José del R. Millán
, Carme Torras
:
A Reinforcement Connectionist Approach to Robot Path Finding in Non-Maze-Like Environments. Mach. Learn. 8: 363-395 (1992)
Conference and Workshop Papers
- 2023
- [c102]Satyam Kumar, Deland Hu Liu, Frigyes Samuel Racz
, Manuel Retana, Susheela Sharma, Fumiaki Iwane, Braden P. Murphy, Rory O'Keeffe
, Seyed Farokh Atashzar, Farshid Alambeigi, José del R. Millán
:
CogniDaVinci: Towards Estimating Mental Workload Modulated by Visual Delays During Telerobotic Surgery - An EEG-based Analysis. ICRA 2023: 6789-6794 - [c101]Kanishka Mitra, Frigyes Samuel Racz, Satyam Kumar, Ashish D. Deshpande, José del R. Millán
:
Characterizing the Onset and Offset of Motor Imagery During Passive Arm Movements Induced by an Upper-Body Exoskeleton. IROS 2023: 3789-3794 - [c100]Ruofan Liu, Satyam Kumar, Hussein Alawieh, Evan Carnahan, José del R. Millán
:
On Transfer Learning for Naive Brain Computer Interface Users. NER 2023: 1-5 - [c99]Frigyes Samuel Racz
, Rawan Fakhreddine, Satyam Kumar, José del R. Millán
:
Riemannian geometry-based detection of slow cortical potentials during movement preparation. NER 2023: 1-5 - 2022
- [c98]Johanna Krueger, Richard Krauth, Christoph Reichert
, Serafeim Perdikis, Susanne Vogt, Tessa Huchtemann, Stefan Dürschmid, Almut Sickert, Juliane Lamprecht, Almir Huremovic, Michael Görtler, Slawomir J. Nasuto, Robert T. Knight, Hermann Hinrichs, Hans-Jochen Heinze, Sabine Lindquist, Michael Sailer, José del R. Millán
, Catherine M. Sweeney-Reed
:
Functional electrical stimulation driven by a brain-computer interface in acute and subacute stroke patients impacts beta power and long-range temporal correlation. COMPENG 2022: 1-5 - [c97]Gloria Beraldo, Luca Tonin
, Amedeo Cesta, Emanuele Menegatti
, José del R. Millán:
Validation of Shared Intelligence Approach for Teleoperating Telepresence Robots Through Inaccurate Interfaces. IAS 2022: 73-84 - 2021
- [c96]Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, José del R. Millán, Ahmed H. Tewfik:
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition. EMBC 2021: 6008-6014 - 2019
- [c95]Fumiaki Iwane, Manu Srinath Halvagal, Iñaki Iturrate, Iason Batzianoulis, Ricardo Chavarriaga, Aude Billard, José del R. Millán
:
Inferring subjective preferences on robot trajectories using EEG signals. NER 2019: 255-258 - [c94]Bastien Orset, Kyuhwa Lee
, Ricardo Chavarriaga, José del R. Millán
:
Reliable decoding of motor state transitions during imagined movement. NER 2019: 263-266 - [c93]Luca Tonin
, Gloria Beraldo
, Stefano Tortora
, Luca Tagliapietra
, José del R. Millán
, Emanuele Menegatti
:
ROS-Neuro: A common middleware for BMI and robotics. The acquisition and recorder packages. SMC 2019: 2767-2772 - 2018
- [c92]Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán
:
Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability. EMBC 2018: 1956-1959 - [c91]Christoph Schneider, Serafeim Perdikis
, Marina Silva, Jane Jöhr
, Alexander Pincherle, José del R. Millán
, Karin Diserens:
Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness. EMBC 2018: 4681-4684 - [c90]Gloria Beraldo
, Nicola Castaman
, Roberto Bortoletto, Enrico Pagello
, José del R. Millán
, Luca Tonin
, Emanuele Menegatti
:
ROS-health: An open-source framework for neurorobotics. SIMPAR 2018: 174-179 - [c89]Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán
:
Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks. SMC 2018: 550-555 - 2017
- [c88]Tiffany Corbet, Iñaki Iturrate, Michael Pereira, Serafeim Perdikis, José del R. Millán:
Sensory Threshold electrical stimulation enhances Classification of motor imagery. GBCIC 2017 - [c87]Mohit Kumar Goel, Ricardo Chavarriaga, José del R. Millán
:
Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification. SMC 2017: 258-263 - 2016
- [c86]José del R. Millán
:
Brain-controlled devices: the perception-action closed loop. BCI 2016: 1-2 - [c85]Omid G. Sani, Ricardo Chavarriaga, Mohammad B. Shamsollahi, José del R. Millán
:
Detection of movement related cortical potential: Effects of causal vs. non-causal processing. EMBC 2016: 5733-5736 - [c84]Andrés Úbeda
, José Maria Azorín, Ricardo Chavarriaga, José del R. Millán
:
Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks. SMC 2016: 252-257 - [c83]Fumiaki Iwane, Ricardo Chavarriaga, Iñaki Iturrate
, José del R. Millán
:
Spatial filters yield stable features for error-related potentials across conditions. SMC 2016: 661-666 - [c82]Jaiber Cardona, Eduardo F. Caicedo, Wilfredo Alfonso
, Ricardo Chavarriaga, José del R. Millán
:
Superposition model for Steady State Visually Evoked Potentials. SMC 2016: 4477-4482 - 2015
- [c81]Ricardo Chavarriaga, Iñaki Iturrate
, Quentin Wannebroucq, José del R. Millán
:
Decoding fast-paced error-related potentials in monitoring protocols. EMBC 2015: 1111-1114 - [c80]Luca Randazzo, Iñaki Iturrate
, Ricardo Chavarriaga, Robert Leeb, José del R. Millán
:
Detecting intention to grasp during reaching movements from EEG. EMBC 2015: 1115-1118 - [c79]Michael Pereira
, Aleksander Sobolewski, José del R. Millán
:
Modulation of the inter-hemispheric asymmetry of motor-related brain activity using brain-computer interfaces. EMBC 2015: 2319-2322 - [c78]Huaijian Zhang, Ricardo Chavarriaga, Lucian Gheorghe, José del R. Millán
:
Brain Correlates of Lane Changing Reaction Time in Simulated Driving. SMC 2015: 3158-3163 - 2014
- [c77]José del R. Millán
:
BMI: Lessons from tests with impaired users. BCI 2014: 1 - [c76]Serafeim Perdikis
, Robert Leeb, José del R. Millán
:
Subject-oriented training for motor imagery brain-computer interfaces. EMBC 2014: 1259-1262 - [c75]Ajay Kumar Tanwani, José del R. Millán
, Aude Billard:
Rewards-driven control of robot arm by decoding EEG signals. EMBC 2014: 1658-1661 - [c74]Jesus Minguillon
, Elvira Pirondini, Martina Coscia, Robert Leeb, José del R. Millán
, Dimitri Van De Ville
, Silvestro Micera
:
Modular organization of reaching and grasping movements investigated using EEG microstates. EMBC 2014: 2093-2096 - [c73]Sareh Saeedi, Ricardo Chavarriaga
, Iñaki Iturrate
, José del R. Millán
, Tom Carlson:
Prediction of command delivery time for BCI. SMC 2014: 1493-1498 - [c72]Kiuk Gwak, Robert Leeb, José del R. Millán
, Dae-Shik Kim:
Quantification and reduction of visual load during BCI operation. SMC 2014: 2795-2800 - [c71]Hadrien Renold, Ricardo Chavarriaga
, Lucian Gheorghe, José del R. Millán
:
EEG correlates of active visual search during simulated driving: An exploratory study. SMC 2014: 2815-2820 - 2013
- [c70]Kiuk Gwak, Robert Leeb, José del R. Millán
, Dae-Shik Kim:
A novel tactile stimulation system for BCI feedback. BCI 2013: 29-31 - [c69]Jeong-Hun Kim, Ricardo Chavarriaga
, José del R. Millán
, Seong-Whan Lee:
Three-dimensional upper limb movement decoding from EEG signals. BCI 2013: 109-111 - [c68]Hesam Sagha, Alberto Calatroni, José del R. Millán
, Daniel Roggen
, Gerhard Tröster, Ricardo Chavarriaga
:
Robust activity recognition combining anomaly detection and classifier retraining. BSN 2013: 1-6 - [c67]Sareh Saeedi, Tom Carlson
, Ricardo Chavarriaga
, José del R. Millán
:
Making the most of context-awareness in brain-computer interfaces. CYBCONF 2013: 68-73 - [c66]Huaijian Zhang, Ricardo Chavarriaga
, Lucian Gheorghe, José del R. Millán
:
Inferring driver's turning direction through detection of error related brain activity. EMBC 2013: 2196-2199 - [c65]Robert Leeb, Kiuk Gwak, Dae-Shik Kim, José del R. Millán
:
Freeing the visual channel by exploiting vibrotactile BCI feedback. EMBC 2013: 3093-3096 - [c64]Tom Carlson
, Luca Tonin
, Serafeim Perdikis
, Robert Leeb, José del R. Millán
:
A hybrid BCI for enhanced control of a telepresence robot. EMBC 2013: 3097-3100 - [c63]Nicolas J. Beuchat, Ricardo Chavarriaga
, Sarah Degallier, José del R. Millán
:
Offline decoding of upper limb muscle synergies from EEG slow cortical potentials. EMBC 2013: 3594-3597 - [c62]Lucian Gheorghe, Ricardo Chavarriaga
, José del R. Millán
:
Steering timing prediction in a driving simulator task. EMBC 2013: 6913-6916 - 2012
- [c61]Eileen Lew, Ricardo Chavarriaga
, Huaijian Zhang, Margitta Seeck, José del R. Millán
:
Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG. EMBC 2012: 3280-3283 - [c60]Iñaki Iturrate
, Ricardo Chavarriaga
, Luis Montesano
, Javier Minguez
, José del R. Millán
:
Latency correction of error potentials between different experiments reduces calibration time for single-trial classification. EMBC 2012: 3288-3291 - [c59]Zahra Khaliliardali, Ricardo Chavarriaga
, Lucian Andrei Gheorghe, José del R. Millán
:
Detection of anticipatory brain potentials during car driving. EMBC 2012: 3829-3832 - [c58]Febo Cincotti
, Floriana Pichiorri
, Pietro Aricò
, Fabio Aloise, Francesco Leotta
, Fabrizio de Vico Fallani, José del R. Millán
, Marco Molinari
, Donatella Mattia
:
EEG-based Brain-Computer Interface to support post-stroke motor rehabilitation of the upper limb. EMBC 2012: 4112-4115 - [c57]Ricardo Chavarriaga
, Xavier Perrin, Roland Siegwart
, José del R. Millán
:
Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback. EMBC 2012: 6723-6726 - [c56]Huaijian Zhang, Ricardo Chavarriaga
, Mohit Kumar Goel, Lucian Gheorghe, José del R. Millán
:
Improved recognition of error related potentials through the use of brain connectivity features. EMBC 2012: 6740-6743 - [c55]Tom Carlson
, Robert Leeb, Ricardo Chavarriaga
, José del R. Millán
:
The birth of the brain-controlled wheelchair. IROS 2012: 5444-5445 - [c54]Oresti Baños
, Alberto Calatroni, Miguel Damas
, Héctor Pomares
, Ignacio Rojas
, Hesam Sagha, José del R. Millán
, Gerhard Tröster, Ricardo Chavarriaga
, Daniel Roggen
:
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. ISWC 2012: 92-99 - [c53]Tomás Mateo Sanguino
, José Manuel Andújar Márquez
, Tom Carlson
, José del R. Millán
:
Interaction and evaluation of an augmented virtuality assistance system for teleoperated robots. ROSE 2012: 19-24 - [c52]Tom Carlson
, Robert Leeb, Ricardo Chavarriaga
, José del R. Millán
:
Online modulation of the level of assistance in shared control systems. SMC 2012: 3339-3344 - [c51]Sareh Saeedi, Ricardo Chavarriaga
, José del R. Millán
, Michael Gastpar:
Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach. SMC 2012: 3345-3349 - 2011
- [c50]Hesam Sagha, José del R. Millán
, Ricardo Chavarriaga
:
Detecting and Rectifying Anomalies in Body Sensor Networks. BSN 2011: 162-167 - [c49]Benjamin Hamner, Robert Leeb, Michele Tavella, José del R. Millán
:
Phase-based features for motor imagery brain-computer interfaces. EMBC 2011: 2578-2581 - [c48]Luca Tonin
, Tom Carlson
, Robert Leeb, José del R. Millán
:
Brain-controlled telepresence robot by motor-disabled people. EMBC 2011: 4227-4230 - [c47]Iñaki Iturrate
, Luis Montesano
, Ricardo Chavarriaga
, José del R. Millán
, Javier Minguez
:
Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces. EMBC 2011: 6369-6372 - [c46]José del R. Millán, Ricardo Chavarriaga:
Tutorial: brain mediated human-robot interaction. HRI 2011: 1-2 - [c45]Hamidreza Bayati, José del R. Millán
, Ricardo Chavarriaga
:
Unsupervised Adaptation to On-body Sensor Displacement in Acceleration-Based Activity Recognition. ISWC 2011: 71-78 - [c44]Hesam Sagha, José del R. Millán
, Ricardo Chavarriaga
:
Detecting anomalies to improve classification performance in opportunistic sensor networks. PerCom Workshops 2011: 154-159 - [c43]Xavier Perrin, Francis Colas, Cédric Pradalier, Roland Siegwart
, Ricardo Chavarriaga
, José del R. Millán
:
Learning user habits for semi-autonomous navigation using low throughput interfaces. SMC 2011: 1-6 - [c42]Hesam Sagha, Sundara Tejaswi Digumarti
, José del R. Millán
, Ricardo Chavarriaga
, Alberto Calatroni, Daniel Roggen
, Gerhard Tröster:
Benchmarking classification techniques using the Opportunity human activity dataset. SMC 2011: 36-40 - [c41]Tom Carlson
, Guillaume Monnard, Robert Leeb, José del R. Millán
:
Evaluation of proportional and discrete shared control paradigms for low resolution user inputs. SMC 2011: 1044-1049 - [c40]Ricardo Chavarriaga
, Hesam Sagha, José del R. Millán
:
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach. SMC 2011: 2761-2766 - [c39]Marc Kurz, Gerold Hölzl, Alois Ferscha, Hesam Sagha, José del R. Millán
, Ricardo Chavarriaga
:
Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems. VTC Spring 2011: 1-5 - [c38]Daniel Roggen
, Alberto Calatroni, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Alois Ferscha, Marc Kurz, Gerold Hölzl, Hesam Sagha, Hamidreza Bayati, José del R. Millán
, Ricardo Chavarriaga
:
Activity Recognition in Opportunistic Sensor Environments. FET 2011: 173-174 - 2010
- [c37]Daniel Roggen
, Alberto Calatroni, Mirco Rossi, Thomas Holleczek, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Gerald Pirkl, Alois Ferscha, Jakob Doppler, Clemens Holzmann
, Marc Kurz, Gerald Holl, Ricardo Chavarriaga
, Hesam Sagha, Hamidreza Bayati, Marco Creatura, José del R. Millán
:
Collecting complex activity datasets in highly rich networked sensor environments. INSS 2010: 233-240 - [c36]Kilian Förster, Andrea Biasiucci
, Ricardo Chavarriaga
, José del R. Millán
, Daniel Roggen
, Gerhard Tröster:
On the Use of Brain Decoded Signals for Online User Adaptive Gesture Recognition Systems. Pervasive 2010: 427-444 - [c35]Luca Tonin
, Robert Leeb, Michele Tavella, Serafeim Perdikis
, José del R. Millán
:
The role of shared-control in BCI-based telepresence. SMC 2010: 1462-1466 - 2009
- [c34]Eric Demeester, Alexander Hüntemann, José del R. Millán, Hendrik Van Brussel:
Augmenting Information from Brain-Computer Interfaces through Bayesian Plan Recognition. ESANN 2009 - [c33]Eric Demeester
, Alexander Hüntemann, José del R. Millán
, Hendrik Van Brussel:
Bayesian plan recognition for Brain-Computer Interfaces. ICRA 2009: 653-658 - [c32]Daniel Roggen
, Kilian Förster, Alberto Calatroni, Thomas Holleczek, Yu Fang, Gerhard Tröster, Alois Ferscha, Clemens Holzmann
, Andreas Riener
, Paul Lukowicz, Gerald Pirkl, David Bannach, Kai S. Kunze, Ricardo Chavarriaga
, José del R. Millán
:
OPPORTUNITY: Towards opportunistic activity and context recognition systems. WOWMOM 2009: 1-6 - 2008
- [c31]Anton Nijholt
, Desney S. Tan, Brendan Z. Allison, José del R. Millán
, Bernhard Graimann:
Brain-computer interfaces for HCI and games. CHI Extended Abstracts 2008: 3925-3928 - [c30]Ricardo Chavarriaga, Ferran Galán, José del R. Millán:
Asynchronous detection and classification of oscillatory brain activity. EUSIPCO 2008: 1-5 - [c29]Xavier Perrin, Ricardo Chavarriaga
, Céline Ray, Roland Siegwart
, José del R. Millán
:
A comparative psychophysical and EEG study of different feedback modalities for HRI. HRI 2008: 41-48 - 2007
- [c28]Garipelli Gangadhar, Ferran Galán, Ricardo Chavarriaga, Pierre W. Ferrez, Eileen Lew, José del R. Millán
:
The Use of Brain-Computer Interfacing in Ambient Intelligence. AmI Workshops 2007: 268-285 - [c27]José del R. Millán
, Pierre W. Ferrez, Ferran Galán, Eileen Lew, Ricardo Chavarriaga
:
Non-invasive Brain-Actuated Interaction. BVAI 2007: 438-447 - [c26]Xavier Perrin, Ricardo Chavarriaga, Roland Siegwart, José del R. Millán:
Bayesian Controller for a Novel Semi-Autonomous Navigation Concept. EMCR 2007 - [c25]Pierre W. Ferrez, José del R. Millán:
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection. NIPS 2007: 441-448 - 2006
- [c24]José del R. Millán
:
Brain-computer interaction. UIST 2006: 277-278 - 2005
- [c23]Pierre W. Ferrez, José del R. Millán:
You Are Wrong! - Automatic Detection of Interaction Errors from Brain Waves. IJCAI 2005: 1413-1418 - 2003
- [c22]José del R. Millán:
Adaptive Brain Interfaces for Communication and Control. HCI (4) 2003: 454-458 - [c21]José del R. Millán, Frédéric Renkens, Josep Mouriño, Wulfram Gerstner:
Non-Invasive Brain-Actuated Control of a Mobile Robot. IJCAI 2003: 1121-1126 - 2002
- [c20]Alexandre Hauser, Pierre-Edouard Sottas, José del R. Millán
:
Temporal Processing of Brain Activity for the Recognition of EEG Patterns. ICANN 2002: 1125-1130 - [c19]José del R. Millán
, Alexandre Hauser, Frédéric Renkens:
Adaptive brain interfaces - ABI: simple features, simple neural network, complex brain-actuated devices. DSP 2002: 297-300 - 2000
- [c18]Markus Varsta, Jukka Heikkonen, José del R. Millán, Josep Mouriño:
Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee. ICPR 2000: 2907-2910 - [c17]José del R. Millán, Josep Mouriño, Fabio Babiloni, Febo Cincotti, Markus Varsta, Jukka Heikkonen:
Local Neural Classifier for EEG-Based Recognition of Mental Tasks. IJCNN (3) 2000: 632-636 - 1999
- [c16]José del R. Millán
, Josep Mouriño, Jukka Heikkonen, Kimmo Kaski, Fabio Babiloni
, Maria Grazia Marciani, F. Topani, I. Canale:
Adaptive Brain Interfaces. IWANN (2) 1999: 219-227 - 1997
- [c15]José del R. Millán, Angelo Arleo:
Neural network learning of variable grid-based maps for the autonomous navigation of robots. CIRA 1997: 40-45 - [c14]Javier Zamora, José del R. Millán, Antonio Murciano:
Learning and stabilization of altruistic behaviors in multi-agent systems. CIRA 1997: 287-293 - [c13]Markus Varsta, José del R. Millán
, Jukka Heikkonen:
A Recurrent Self-Organizing Map for Temporal Sequence Processing. ICANN 1997: 421-426 - [c12]José del R. Millán:
Incremental Acquisition of Local Networks for the Control of Autonomous Robots. ICANN 1997: 739-744 - [c11]Pedro Martín, José del R. Millán:
A modular reinforcement-based neural controller for a three-link manipulator. IROS 1997: 785-792 - [c10]Pedro Martín, José del R. Millán:
Combining Reinforcement Learning and Differential Inverse Kinematics for Collision-Free Motion of Multilink Manipulators. IWANN 1997: 1324-1333 - 1996
- [c9]Pedro Martín, José del R. Millán:
Reinforcement learning of sensor-based reaching strategies for a two-link manipulator. IROS 1996: 1345-1352 - 1995
- [c8]Carme Torras
, Gabriela Cembraño, José del R. Millán, Gordon Wells:
Neural Approaches to Robot Control: Four Representative Applications. IWANN 1995: 1016-1035 - 1994
- [c7]José del R. Millán, Carme Torras
:
Efficient reinforcement learning of navigation strategies in an autonomous robot. IROS 1994: 15-22 - [c6]José del R. Millán, Carme Torras:
Efficient reinforcement learning of navigation strategies in an autonomous robot. IROS (Selected Papers) 1994: 185-199 - 1992
- [c5]José del R. Millán:
Building Reactive Path-Finders through Reinforcement Connectionist Learning: Three Issues and an Architecture. ECAI 1992: 661-665 - [c4]José del R. Millán, Carme Torras
:
Learning To Avoid Obstacles Through Reinforcement: Noise-tolerance, Generalization And Dynamic Capabilities. IROS 1992: 1801-1807 - 1991
- [c3]José del R. Millán, Carme Torras
:
Learning to Avoid Obstacles Through Reinforcement. ML 1991: 298-302 - 1990
- [c2]José del R. Millán, Carme Torras:
Reinforcement Learning: Discovering Stable Solutions in the Robot Path Finding Domain. ECAI 1990: 219-221 - 1989
- [c1]José del R. Millán, Pau Bofill:
Learning by Back-Propagation: Computing in a Systolic Way. PARLE (2) 1989: 235-252
Parts in Books or Collections
- 2019
- [p2]Stephanie Martin, Iñaki Iturrate, Peter Brunner, José del R. Millán, Gerwin Schalk, Robert T. Knight, Brian N. Pasley:
Individual Word Classification During Imagined Speech Using Intracranial Recordings. Brain-Computer Interface Research (7) 2019: 83-91 - 2012
- [p1]Ricardo Chavarriaga, José del R. Millán
:
Brain-Computer Interfaces. This Pervasive Day 2012: 37-51
Informal and Other Publications
- 2021
- [i3]Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, José del R. Millán, Ahmed H. Tewfik:
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition. CoRR abs/2103.00383 (2021) - 2019
- [i2]Axel Uran, Coert Van Gemeren, Rosanne van Diepen, Ricardo Chavarriaga, José del R. Millán:
Applying Transfer Learning To Deep Learned Models For EEG Analysis. CoRR abs/1907.01332 (2019) - 2018
- [i1]Michael Hersche, José del R. Millán, Luca Benini, Abbas Rahimi:
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces. CoRR abs/1812.05705 (2018)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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