Learning by Back-Propagation: Computing in a Systolic Way. - José del R. Millán; Pau Bofill (PARLE (2), 1989)

Reinforcement Learning: Discovering Stable Solutions in the Robot Path Finding Domain. - José del R. Millán; Carme Torras (ECAI, 1990)

Learning to Avoid Obstacles Through Reinforcement. - José del R. Millán; Carme Torras (ML, 1991)

Building Reactive Path-Finders through Reinforcement Connectionist Learning: Three Issues and an Architecture. - José del R. Millán (ECAI, 1992)

Learning To Avoid Obstacles Through Reinforcement: Noise-tolerance, Generalization And Dynamic Capabilities. - José del R. Millán; Carme Torras (IROS, 1992)

A Reinforcement Connectionist Approach to Robot Path Finding in Non-Maze-Like Environments. - José del R. Millán; Carme Torras (Mach. Learn., 1992)

Efficient reinforcement learning of navigation strategies in an autonomous robot. - José del R. Millán; Carme Torras (IROS, 1994)

Neural Approaches to Robot Control: Four Representative Applications. - Carme Torras; Gabriela Cembraño; José del R. Millán; Gordon Wells (IWANN, 1995)

Using Machine Learning Techniques in Real-World Mobile Robots. - Michael Kaiser; Volker Klingspor; José del R. Millán; Marco Accame; Frank Wallner; Rüdiger Dillmann (IEEE Expert, 1995)

Reinforcement learning of goal-directed obstacle-avoiding reaction strategies in an autonomous mobile robot. - José del R. Millán (Robotics Auton. Syst., 1995)

Reinforcement learning of sensor-based reaching strategies for a two-link manipulator. - Pedro Martín; José del R. Millán (IROS, 1996)

Learning Signaling Behaviors and Specialization in Cooperative Agents. - Antonio Murciano; José del R. Millán (Adapt. Behav., 1996)

Rapid, safe, and incremental learning of navigation strategies. - José del R. Millán (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Neural network learning of variable grid-based maps for the autonomous navigation of robots. - José del R. Millán; Angelo Arleo (CIRA, 1997)

Learning and stabilization of altruistic behaviors in multi-agent systems. - Javier Zamora; José del R. Millán; Antonio Murciano (CIRA, 1997)

Incremental Acquisition of Local Networks for the Control of Autonomous Robots. - José del R. Millán (ICANN, 1997)

A Recurrent Self-Organizing Map for Temporal Sequence Processing. - Markus Varsta; José del R. Millán; Jukka Heikkonen (ICANN, 1997)

A modular reinforcement-based neural controller for a three-link manipulator. - Pedro Martín; José del R. Millán (IROS, 1997)

Combining Reinforcement Learning and Differential Inverse Kinematics for Collision-Free Motion of Multilink Manipulators. - Pedro Martín; José del R. Millán (IWANN, 1997)

Specialization in multi-agent systems through learning. - Antonio Murciano; José del R. Millán; Javier Zamora (Biol. Cybern., 1997)

Learning and stabilization of altruistic behaviors in multi-agent systems by reciprocity. - Javier Zamora; José del R. Millán; Antonio Murciano (Biol. Cybern., 1998)

Embedding learning in behaviour-based architectures: a conceptual approach. - João Sequeira 001; José del R. Millán; M. Isabel Ribeiro; João G. M. Gonçalves (J. Intell. Manuf., 1998)

Learning reaching strategies through reinforcement for a sensor-based manipulator. - Pedro Martín; José del R. Millán (Neural Networks, 1998)

Adaptive Brain Interfaces. - José del R. Millán; Josep Mouriño; Jukka Heikkonen; Kimmo Kaski; Fabio Babiloni; Maria Grazia Marciani; F. Topani; I. Canale (IWANN (2), 1999)

Learning of Sensor-Based Arm Motions while Executing High-Level Descriptions of Tasks. - Pedro Martín; José del R. Millán (Auton. Robots, 1999)

Efficient learning of variable-resolution cognitive maps for autonomous indoor navigation. - Angelo Arleo; José del R. Millán; Dario Floreano (IEEE Trans. Robotics Autom., 1999)

Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee. - Markus Varsta; Jukka Heikkonen; José del R. Millán; Josep Mouriño (ICPR, 2000)

Local Neural Classifier for EEG-Based Recognition of Mental Tasks. - José del R. Millán; Josep Mouriño; Fabio Babiloni; Febo Cincotti; Markus Varsta; Jukka Heikkonen (IJCNN (3), 2000)

Robot arm reaching through neural inversions and reinforcement learning. - Pedro Martín; José del R. Millán (Robotics Auton. Syst., 2000)

Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. - Markus Varsta; Jukka Heikkonen; Jouko Lampinen; José del R. Millán (Neural Process. Lett., 2001)

Temporal Processing of Brain Activity for the Recognition of EEG Patterns. - Alexandre Hauser; Pierre-Edouard Sottas; José del R. Millán (ICANN, 2002)

Adaptive brain interfaces - ABI: simple features, simple neural network, complex brain-actuated devices. - José del R. Millán; Alexandre Hauser; Frédéric Renkens (DSP, 2002)

Relevant EEG features for the classification of spontaneous motor-related tasks. - José del R. Millán; Marco Franzé; Josep Mouriño; Febo Cincotti; Fabio Babiloni (Biol. Cybern., 2002)

Continuous-Action Q-Learning. - José del R. Millán; Daniele Posenato; Eric Dedieu (Mach. Learn., 2002)

A local neural classifier for the recognition of EEG patterns associated to mental tasks. - José del R. Millán; Josep Mouriño; Marco Franzé; Febo Cincotti; Markus Varsta; Jukka Heikkonen; Fabio Babiloni (IEEE Trans. Neural Networks, 2002)

Adaptive Brain Interfaces for Communication and Control. - José del R. Millán (HCI (4), 2003)

Non-Invasive Brain-Actuated Control of a Mobile Robot. - José del R. Millán; Frédéric Renkens; Josep Mouriño; Wulfram Gerstner (IJCAI, 2003)

Adaptive brain interfaces. - José del R. Millán (Commun. ACM, 2003)

On the need for on-line learning in brain-computer interfaces. - José del R. Millán (IJCNN, 2004)

Brain-actuated interaction. - José del R. Millán; Frédéric Renkens; Josep Mouriño; Wulfram Gerstner (Artif. Intell., 2004)

Noninvasive brain-actuated control of a mobile robot by human EEG. - José del R. Millán; Frédéric Renkens; Josep Mouriño; Wulfram Gerstner (IEEE Trans. Biomed. Eng., 2004)

You Are Wrong! - Automatic Detection of Interaction Errors from Brain Waves. - Pierre W. Ferrez; José del R. Millán (IJCAI, 2005)

Non-invasive estimation of local field potentials for neuroprosthesis control. - Rolando Grave de Peralta Menendez; Sara González Andino; Lucas Perez; Pierre W. Ferrez; José del R. Millán (Cogn. Process., 2005)

Brain-computer interaction. - José del R. Millán (UIST, 2006)

Very high frequency oscillations (VHFO) as a predictor of movement intentions. - Sara L. González Andino; Rolando Grave de Peralta Menendez; Gregor Thut; José del R. Millán; Patrice Morier; Theodor Landis (NeuroImage, 2006)

The Use of Brain-Computer Interfacing in Ambient Intelligence. - Garipelli Gangadhar; Ferran Galán; Ricardo Chavarriaga; Pierre W. Ferrez; Eileen Lew; José del R. Millán (AmI Workshops, 2007)

Non-invasive Brain-Actuated Interaction. - José del R. Millán; Pierre W. Ferrez; Ferran Galán; Eileen Lew; Ricardo Chavarriaga (BVAI, 2007)

Bayesian Controller for a Novel Semi-Autonomous Navigation Concept. - Xavier Perrin; Ricardo Chavarriaga; Roland Siegwart; José del R. Millán (EMCR, 2007)

EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection. - Pierre W. Ferrez; José del R. Millán (NIPS, 2007)

Vibrotactile Feedback for Brain-Computer Interface Operation. - 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 (Comput. Intell. Neurosci., 2007)

Context-Based Filtering for Assisted Brain-Actuated Wheelchair Driving. - Gerolf Vanacker; José del R. Millán; Eileen Lew; Pierre W. Ferrez; Ferran Galán; Johan Philips; Hendrik Van Brussel; Marnix Nuttin (Comput. Intell. Neurosci., 2007)

Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation. - Sébastien Marcel; José del R. Millán (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Brain-computer interfaces for HCI and games. - Anton Nijholt; Desney S. Tan; Brendan Z. Allison; José del R. Millán; Bernhard Graimann (CHI Extended Abstracts, 2008)

Asynchronous detection and classification of oscillatory brain activity. - Ricardo Chavarriaga; Ferran Galán; José del R. Millán (EUSIPCO, 2008)

A comparative psychophysical and EEG study of different feedback modalities for HRI. - Xavier Perrin; Ricardo Chavarriaga; Céline Ray; Roland Siegwart; José del R. Millán (HRI, 2008)

Brain-Computer Interfacing for Intelligent Systems. - Anton Nijholt; Desney S. Tan; Gert Pfurtscheller; Clemens Brunner 001; José del R. Millán; Brendan Z. Allison; Bernhard Graimann; Florin Popescu; Benjamin Blankertz; Klaus-Robert Müller (IEEE Intell. Syst., 2008)

Non-Invasive Brain-Machine Interaction. - José del R. Millán; Pierre W. Ferrez; Ferran Galán; Eileen Lew; Ricardo Chavarriaga (Int. J. Pattern Recognit. Artif. Intell., 2008)

Error-Related EEG Potentials Generated During Simulated Brain-Computer Interaction. - Pierre W. Ferrez; José del R. Millán (IEEE Trans. Biomed. Eng., 2008)

Augmenting Information from Brain-Computer Interfaces through Bayesian Plan Recognition. - Eric Demeester; Alexander Hüntemann; José del R. Millán; Hendrik Van Brussel (ESANN, 2009)

Bayesian plan recognition for Brain-Computer Interfaces. - Eric Demeester; Alexander Hüntemann; José del R. Millán; Hendrik Van Brussel (ICRA, 2009)

OPPORTUNITY: Towards opportunistic activity and context recognition systems. - Daniel Roggen; Kilian Förster; Alberto Calatroni; Thomas Holleczek; Yu Fang; Gerhard Tröster; Alois Ferscha; Clemens Holzmann; Andreas Riener; Paul Lukowicz; Gerald Pirkl; David Bannach; et al. (WOWMOM, 2009)

Fast Recognition of Anticipation-Related Potentials. - Garipelli Gangadhar; Ricardo Chavarriaga; José del R. Millán (IEEE Trans. Biomed. Eng., 2009)

Collecting complex activity datasets in highly rich networked sensor environments. - Daniel Roggen; Alberto Calatroni; Mirco Rossi; Thomas Holleczek; Kilian Förster; Gerhard Tröster; Paul Lukowicz; David Bannach; Gerald Pirkl; Alois Ferscha; Jakob Doppler; Clemens Holzmann; et al. (INSS, 2010)

On the Use of Brain Decoded Signals for Online User Adaptive Gesture Recognition Systems. - Kilian Förster; Andrea Biasiucci; Ricardo Chavarriaga; José del R. Millán; Daniel Roggen; Gerhard Tröster (Pervasive, 2010)

The role of shared-control in BCI-based telepresence. - Luca Tonin; Robert Leeb; Michele Tavella; Serafeim Perdikis; José del R. Millán (SMC, 2010)

Brain-coupled interaction for semi-autonomous navigation of an assistive robot. - Xavier Perrin; Ricardo Chavarriaga; Francis Colas; Roland Siegwart; José del R. Millán (Robotics Auton. Syst., 2010)

Detecting and Rectifying Anomalies in Body Sensor Networks. - Hesam Sagha; José del R. Millán; Ricardo Chavarriaga (BSN, 2011)

Phase-based features for motor imagery brain-computer interfaces. - Benjamin Hamner; Robert Leeb; Michele Tavella; José del R. Millán (EMBC, 2011)

Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces. - Iñaki Iturrate; Luis Montesano; Ricardo Chavarriaga; José del R. Millán; Javier Minguez (EMBC, 2011)

Brain-controlled telepresence robot by motor-disabled people. - Luca Tonin; Tom Carlson; Robert Leeb; José del R. Millán (EMBC, 2011)

Tutorial: brain mediated human-robot interaction. - José del R. Millán; Ricardo Chavarriaga (HRI, 2011)

Unsupervised Adaptation to On-body Sensor Displacement in Acceleration-Based Activity Recognition. - Hamidreza Bayati; José del R. Millán; Ricardo Chavarriaga (ISWC, 2011)

Detecting anomalies to improve classification performance in opportunistic sensor networks. - Hesam Sagha; José del R. Millán; Ricardo Chavarriaga (PerCom Workshops, 2011)

Evaluation of proportional and discrete shared control paradigms for low resolution user inputs. - Tom Carlson; Guillaume Monnard; Robert Leeb; José del R. Millán (SMC, 2011)

Ensemble creation and reconfiguration for activity recognition: An information theoretic approach. - Ricardo Chavarriaga; Hesam Sagha; José del R. Millán (SMC, 2011)

Learning user habits for semi-autonomous navigation using low throughput interfaces. - Xavier Perrin; Francis Colas; Cédric Pradalier; Roland Siegwart; Ricardo Chavarriaga; José del R. Millán (SMC, 2011)

Benchmarking classification techniques using the Opportunity human activity dataset. - Hesam Sagha; Sundara Tejaswi Digumarti; José del R. Millán; Ricardo Chavarriaga; Alberto Calatroni; Daniel Roggen; Gerhard Tröster (SMC, 2011)

Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems. - Marc Kurz; Gerold Hölzl; Alois Ferscha; Hesam Sagha; José del R. Millán; Ricardo Chavarriaga (VTC Spring, 2011)

Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI. - 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; et al. (Frontiers Neuroinformatics, 2011)

Activity Recognition in Opportunistic Sensor Environments. - 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; et al. (FET, 2011)

Brain-computer interfaces for space applications. - Cristina de Negueruela; Michael Broschart; Carlo Menon; José del R. Millán (Pers. Ubiquitous Comput., 2011)

Brain-Computer Interfaces. - Ricardo Chavarriaga; José del R. Millán (This Pervasive Day, 2012)

Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback. - Ricardo Chavarriaga; Xavier Perrin; Roland Siegwart; José del R. Millán (EMBC, 2012)

EEG-based Brain-Computer Interface to support post-stroke motor rehabilitation of the upper limb. - Febo Cincotti; Floriana Pichiorri; Pietro Aricò; Fabio Aloise; Francesco Leotta; Fabrizio de Vico Fallani; José del R. Millán; Marco Molinari; Donatella Mattia (EMBC, 2012)

Latency correction of error potentials between different experiments reduces calibration time for single-trial classification. - Iñaki Iturrate; Ricardo Chavarriaga; Luis Montesano; Javier Minguez; José del R. Millán (EMBC, 2012)

Detection of anticipatory brain potentials during car driving. - Zahra Khaliliardali; Ricardo Chavarriaga; Lucian Andrei Gheorghe; José del R. Millán (EMBC, 2012)

Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG. - Eileen Lew; Ricardo Chavarriaga; Huaijian Zhang; Margitta Seeck; José del R. Millán (EMBC, 2012)

Improved recognition of error related potentials through the use of brain connectivity features. - Huaijian Zhang; Ricardo Chavarriaga; Mohit Kumar Goel; Lucian Gheorghe; José del R. Millán (EMBC, 2012)

The birth of the brain-controlled wheelchair. - Tom Carlson; Robert Leeb; Ricardo Chavarriaga; José del R. Millán (IROS, 2012)

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. - Oresti Baños; Alberto Calatroni; Miguel Damas; Héctor Pomares; Ignacio Rojas; Hesam Sagha; José del R. Millán; Gerhard Tröster; Ricardo Chavarriaga; Daniel Roggen (ISWC, 2012)

Interaction and evaluation of an augmented virtuality assistance system for teleoperated robots. - Tomás Mateo Sanguino; José Manuel Andújar Márquez; Tom Carlson; José del R. Millán (ROSE, 2012)

Online modulation of the level of assistance in shared control systems. - Tom Carlson; Robert Leeb; Ricardo Chavarriaga; José del R. Millán (SMC, 2012)

Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach. - Sareh Saeedi; Ricardo Chavarriaga; José del R. Millán; Michael Gastpar (SMC, 2012)

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses. - Athina Tzovara; Micah M. Murray; Nicolas Bourdaud; Ricardo Chavarriaga; José del R. Millán; Marzia De Lucia (NeuroImage, 2012)

A novel tactile stimulation system for BCI feedback. - Kiuk Gwak; Robert Leeb; José del R. Millán; Dae-Shik Kim (BCI, 2013)

Three-dimensional upper limb movement decoding from EEG signals. - Jeong-Hun Kim; Ricardo Chavarriaga; José del R. Millán; Seong-Whan Lee (BCI, 2013)

Robust activity recognition combining anomaly detection and classifier retraining. - Hesam Sagha; Alberto Calatroni; José del R. Millán; Daniel Roggen; Gerhard Tröster; Ricardo Chavarriaga (BSN, 2013)

Making the most of context-awareness in brain-computer interfaces. - Sareh Saeedi; Tom Carlson; Ricardo Chavarriaga; José del R. Millán (CYBCONF, 2013)

Offline decoding of upper limb muscle synergies from EEG slow cortical potentials. - Nicolas J. Beuchat; Ricardo Chavarriaga; Sarah Degallier; José del R. Millán (EMBC, 2013)

A hybrid BCI for enhanced control of a telepresence robot. - Tom Carlson; Luca Tonin; Serafeim Perdikis; Robert Leeb; José del R. Millán (EMBC, 2013)

Steering timing prediction in a driving simulator task. - Lucian Gheorghe; Ricardo Chavarriaga; José del R. Millán (EMBC, 2013)

Freeing the visual channel by exploiting vibrotactile BCI feedback. - Robert Leeb; Kiuk Gwak; Dae-Shik Kim; José del R. Millán (EMBC, 2013)

Inferring driver's turning direction through detection of error related brain activity. - Huaijian Zhang; Ricardo Chavarriaga; Lucian Gheorghe; José del R. Millán (EMBC, 2013)

Transferring brain-computer interfaces beyond the laboratory: Successful application control for motor-disabled users. - Robert Leeb; Serafeim Perdikis; Luca Tonin; Andrea Biasiucci; Michele Tavella; Marco Creatura; Alberto Molina; Abdul Al-Khodairy; Tom Carlson; José del R. Millán (Artif. Intell. Medicine, 2013)

Opportunistic Human Activity and Context Recognition. - Daniel Roggen; Gerhard Tröster; Paul Lukowicz; Alois Ferscha; José del R. Millán; Ricardo Chavarriaga (Computer, 2013)

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition. - Ricardo Chavarriaga; Hesam Sagha; Alberto Calatroni; Sundara Tejaswi Digumarti; Gerhard Tröster; José del R. Millán; Daniel Roggen (Pattern Recognit. Lett., 2013)

On-line anomaly detection and resilience in classifier ensembles. - Hesam Sagha; Hamidreza Bayati; José del R. Millán; Ricardo Chavarriaga (Pattern Recognit. Lett., 2013)

Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation. - Ricardo Chavarriaga; Hamidreza Bayati; José del R. Millán (Pers. Ubiquitous Comput., 2013)

Brain-Controlled Wheelchairs: A Robotic Architecture. - Tom Carlson; José del R. Millán (IEEE Robotics Autom. Mag., 2013)

BMI: Lessons from tests with impaired users. - José del R. Millán (BCI, 2014)

Modular organization of reaching and grasping movements investigated using EEG microstates. - Jesus Minguillon; Elvira Pirondini; Martina Coscia; Robert Leeb; José del R. Millán; Dimitri Van De Ville; Silvestro Micera (EMBC, 2014)

Subject-oriented training for motor imagery brain-computer interfaces. - Serafeim Perdikis; Robert Leeb; José del R. Millán (EMBC, 2014)

Rewards-driven control of robot arm by decoding EEG signals. - Ajay Kumar Tanwani; José del R. Millán; Aude Billard (EMBC, 2014)

Quantification and reduction of visual load during BCI operation. - Kiuk Gwak; Robert Leeb; José del R. Millán; Dae-Shik Kim (SMC, 2014)

EEG correlates of active visual search during simulated driving: An exploratory study. - Hadrien Renold; Ricardo Chavarriaga; Lucian Gheorghe; José del R. Millán (SMC, 2014)

Prediction of command delivery time for BCI. - Sareh Saeedi; Ricardo Chavarriaga; Iñaki Iturrate; José del R. Millán; Tom Carlson (SMC, 2014)

Improving Skills and Perception in Robot Navigation by an Augmented Virtuality Assistance System. - Tomás de Jesús Mateo Sanguino; José Manuel Andújar Márquez; Tom Carlson; José del R. Millán (J. Intell. Robotic Syst., 2014)

Decoding fast-paced error-related potentials in monitoring protocols. - Ricardo Chavarriaga; Iñaki Iturrate; Quentin Wannebroucq; José del R. Millán (EMBC, 2015)

Modulation of the inter-hemispheric asymmetry of motor-related brain activity using brain-computer interfaces. - Michael Pereira; Aleksander Sobolewski; José del R. Millán (EMBC, 2015)

Detecting intention to grasp during reaching movements from EEG. - Luca Randazzo; Iñaki Iturrate; Ricardo Chavarriaga; Robert Leeb; José del R. Millán (EMBC, 2015)

Brain Correlates of Lane Changing Reaction Time in Simulated Driving. - Huaijian Zhang; Ricardo Chavarriaga; Lucian Gheorghe; José del R. Millán (SMC, 2015)

Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels. - Huaijian Zhang; Ricardo Chavarriaga; José del R. Millán (NeuroImage, 2015)

Towards Independence: A BCI Telepresence Robot for People With Severe Motor Disabilities. - Robert Leeb; Luca Tonin; Martin Rohm; Lorenzo Desideri; Tom Carlson; José del R. Millán (Proc. IEEE, 2015)

Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond. - 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 (Proc. IEEE, 2015)

The Plurality of Human Brain-Computer Interfacing [Scanning the Issue]. - Gernot R. Müller-Putz; José del R. Millán; Gerwin Schalk; Klaus-Robert Müller (Proc. IEEE, 2015)

Quantifying Electrode Reliability During Brain-Computer Interface Operation. - Hesam Sagha; Serafeim Perdikis; José del R. Millán; Ricardo Chavarriaga (IEEE Trans. Biomed. Eng., 2015)

Brain-controlled devices: the perception-action closed loop. - José del R. Millán (BCI, 2016)

Detection of movement related cortical potential: Effects of causal vs. non-causal processing. - Omid G. Sani; Ricardo Chavarriaga; Mohammad B. Shamsollahi; José del R. Millán (EMBC, 2016)

Superposition model for Steady State Visually Evoked Potentials. - Jaiber Cardona; Eduardo F. Caicedo; Wilfredo Alfonso; Ricardo Chavarriaga; José del R. Millán (SMC, 2016)

Spatial filters yield stable features for error-related potentials across conditions. - Fumiaki Iwane; Ricardo Chavarriaga; Iñaki Iturrate; José del R. Millán (SMC, 2016)

Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks. - Andrés Úbeda; José Maria Azorín; Ricardo Chavarriaga; José del R. Millán (SMC, 2016)

Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability. - Sareh Saeedi; Ricardo Chavarriaga; Robert Leeb; José del R. Millán (IEEE Comput. Intell. Mag., 2016)

Stream fusion for multi-stream automatic speech recognition. - Hesam Sagha; Feipeng Li; Ehsan Variani; José del R. Millán; Ricardo Chavarriaga; Björn W. Schuller (Int. J. Speech Technol., 2016)

Sensory Threshold electrical stimulation enhances Classification of motor imagery. - Tiffany Corbet; Iñaki Iturrate; Michael Pereira; Serafeim Perdikis; José del R. Millán (GBCIC, 2017)

Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification. - Mohit Kumar Goel; Ricardo Chavarriaga; José del R. Millán (SMC, 2017)

Plug&Play Brain-Computer Interfaces for effective Active and Assisted Living control. - Niccolò Mora; Ilaria De Munari; Paolo Ciampolini; José del R. Millán (Medical Biol. Eng. Comput., 2017)

A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers. - Kyuhwa Lee; Dong Liu; Laetitia Perroud; Ricardo Chavarriaga; José del R. Millán (Robotics Auton. Syst., 2017)

Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability. - Ping-Keng Jao; Ricardo Chavarriaga; José del R. Millán (EMBC, 2018)

Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness. - Christoph Schneider; Serafeim Perdikis; Marina Silva; Jane Jöhr; Alexander Pincherle; José del R. Millán; Karin Diserens (EMBC, 2018)

ROS-health: An open-source framework for neurorobotics. - Gloria Beraldo; Nicola Castaman; Roberto Bortoletto; Enrico Pagello; José del R. Millán; Luca Tonin; Emanuele Menegatti (SIMPAR, 2018)

Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks. - Ping-Keng Jao; Ricardo Chavarriaga; José del R. Millán (SMC, 2018)

Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces. - Michael Hersche; José del R. Millán; Luca Benini; Abbas Rahimi (CoRR, 2018)

Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance. - Tiffany Corbet; Iñaki Iturrate; Michael Pereira; Serafeim Perdikis; José del R. Millán (NeuroImage, 2018)

Human EEG reveals distinct neural correlates of power and precision grasping types. - Iñaki Iturrate; Ricardo Chavarriaga; Michael Pereira; Huaijian Zhang; Tiffany Corbet; Robert Leeb; José del R. Millán (NeuroImage, 2018)

mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation. - Luca Randazzo; Iñaki Iturrate; Serafeim Perdikis; José del R. Millán (IEEE Robotics Autom. Lett., 2018)

Decoding Neural Correlates of Cognitive States to Enhance Driving Experience. - Ricardo Chavarriaga; Marija Uscumlic; Huaijian Zhang; Zahra Khaliliardali; Ruslan Aydarkhanov; Sareh Saeedi; Lucian Gheorghe; José del R. Millán (IEEE Trans. Emerg. Top. Comput. Intell., 2018)

Inferring subjective preferences on robot trajectories using EEG signals. - Fumiaki Iwane; Manu Srinath Halvagal; Iñaki Iturrate; Iason Batzianoulis; Ricardo Chavarriaga; Aude Billard; José del R. Millán (NER, 2019)

Reliable decoding of motor state transitions during imagined movement. - Bastien Orset; Kyuhwa Lee; Ricardo Chavarriaga; José del R. Millán (NER, 2019)

ROS-Neuro: A common middleware for BMI and robotics. The acquisition and recorder packages. - Luca Tonin; Gloria Beraldo; Stefano Tortora; Luca Tagliapietra; José del R. Millán; Emanuele Menegatti (SMC, 2019)

Applying Transfer Learning To Deep Learned Models For EEG Analysis. - Axel Uran; Coert Van Gemeren; Rosanne van Diepen; Ricardo Chavarriaga; José del R. Millán (CoRR, 2019)

Individual Word Classification During Imagined Speech Using Intracranial Recordings. - Stephanie Martin; Iñaki Iturrate; Peter Brunner; José del R. Millán; Gerwin Schalk; Robert T. Knight; Brian N. Pasley (Brain-Computer Interface Research (7), 2019)

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials. - Abbas Rahimi; Artiom Tchouprina; Pentti Kanerva; José del R. Millán; Jan M. Rabaey (Mob. Networks Appl., 2020)

The Role of the Control Framework for Continuous Teleoperation of a Brain-Machine Interface-Driven Mobile Robot. - Luca Tonin; Felix Christian Bauer; José del R. Millán (IEEE Trans. Robotics, 2020)

Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition. - Gautam Krishna; Mason Carnahan; Shilpa Shamapant; Yashitha Surendranath; Saumya Jain; Arundhati Ghosh; Co Tran; José del R. Millán; Ahmed H. Tewfik (EMBC, 2021)

Noninvasive Brain-Machine Interfaces for Robotic Devices. - Luca Tonin; José del R. Millán (Annu. Rev. Control. Robotics Auton. Syst., 2021)

User Adaptation to Closed-Loop Decoding of Motor Imagery Termination. - Bastien Orset; Kyuhwa Lee; Ricardo Chavarriaga; José del R. Millán (IEEE Trans. Biomed. Eng., 2021)

EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. - Ping-Keng Jao; Ricardo Chavarriaga; Fabio Dell'Agnola; Adriana Arza 001; David Atienza; José del R. Millán (IEEE Trans. Hum. Mach. Syst., 2021)

Context-Aware Learning for Generative Models. - Serafeim Perdikis; Robert Leeb; Ricardo Chavarriaga; José del R. Millán (IEEE Trans. Neural Networks Learn. Syst., 2021)

Functional electrical stimulation driven by a brain-computer interface in acute and subacute stroke patients impacts beta power and long-range temporal correlation. - 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; et al. (COMPENG, 2022)

Validation of Shared Intelligence Approach for Teleoperating Telepresence Robots Through Inaccurate Interfaces. - Gloria Beraldo; Luca Tonin; Amedeo Cesta; Emanuele Menegatti; José del R. Millán (IAS, 2022)

Shared Intelligence for Robot Teleoperation via BMI. - Gloria Beraldo; Luca Tonin; José del R. Millán; Emanuele Menegatti (IEEE Trans. Hum. Mach. Syst., 2022)

Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. - Fabio Dell'Agnola; Ping-Keng Jao; Adriana Arza 001; Ricardo Chavarriaga; José del R. Millán; Dario Floreano; David Atienza (IEEE J. Biomed. Health Informatics, 2022)

CogniDaVinci: Towards Estimating Mental Workload Modulated by Visual Delays During Telerobotic Surgery - An EEG-based Analysis. - Satyam Kumar 001; 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 (ICRA, 2023)

Characterizing the Onset and Offset of Motor Imagery During Passive Arm Movements Induced by an Upper-Body Exoskeleton. - Kanishka Mitra; Frigyes Samuel Racz; Satyam Kumar 001; Ashish D. Deshpande; José del R. Millán (IROS, 2023)

On Transfer Learning for Naive Brain Computer Interface Users. - Ruofan Liu; Satyam Kumar 001; Hussein Alawieh; Evan Carnahan; José del R. Millán (NER, 2023)

Riemannian geometry-based detection of slow cortical potentials during movement preparation. - Frigyes Samuel Racz; Rawan Fakhreddine; Satyam Kumar 001; José del R. Millán (NER, 2023)

EEG-Based Online Regulation of Difficulty in Simulated Flying. - Ping-Keng Jao; Ricardo Chavarriaga; José del R. Millán (IEEE Trans. Affect. Comput., 2023)

Evaluating Dry EEG Technology Out of the Lab. - Mushfika Sultana; Osheen Jain; Sebastian Halder 001; Ana Matran-Fernandez; Rab Nawaz; Reinhold Scherer; Ricardo Chavarriaga; José del R. Millán; Serafeim Perdikis (MetroXRAINE, 2024)

Noninvasive EEG-Based Intelligent Mobile Robots: A Systematic Review. - Hongqi Li; Xiaoya Li; José del R. Millán (IEEE Trans Autom. Sci. Eng., 2025)

EEG-Based Auditory BCI for Communication in a Completely Locked-In Patient Using Volitional Frequency Band Modulation. - Deland Hu Liu; Frigyes Samuel Racz; Zoe Lalji; José del R. Millán (CoRR, 2025)