José del R. Millán

发表

Steering timing prediction in a driving simulator task

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Temporal sequence processing with the recurrent, self-organizing map

Jouko Lampinen, Jukka Heikkonen, José del R. Millán, 1998 .

Towards Brain-Computer Interfacing

José del R. Millán, R. Grave de Peralta Menendez, S. L. González Andino, 2007 .

Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation

José del R. Millán, Sébastien Marcel, J. Millán, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Scanning the issue: The Plurality of Human BrainYComputer Interfacing

José del R. Millán, Gernot R. Müller-Putz, Klaus-Robert Müller, 2015 .

Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with an Information-Theoretic Objective

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

José del R. Millán, Pierre W. Ferrez, J. Millán, 2008, IEEE Transactions on Biomedical Engineering.

Learning dictionaries of spatial and temporal EEG primitives for brain-computer interfaces

Ricardo Chavarriaga, José del R. Millán, Benjamin Hamner, 2011, ICML 2011.

Freeing the visual channel by exploiting vibrotactile BCI feedback

José del R. Millán, Dae-Shik Kim, Kiuk Gwak, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Reinforcement connectionist learning for robot path finding: a comparative study

José del R. Millán, Carme Torras, J. Millán, 1991 .

Brain-Controlled Robots

José del R. Millán, 2008 .

Learning to Avoid Obstacles Through Reinforcement

José del R. Millán, Carme Torras, J. Millán, 1991, ML.

Classification of Time-Embedded EEG Using Short-Time Principal Component Analysis

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Collecting complex activity datasets in highly rich networked sensor environments

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2010, 2010 Seventh International Conference on Networked Sensing Systems (INSS).

Bayesian detection of asynchronous EEG patterns

Ricardo Chavarriaga, José del R. Millán, Nicolas Bourdaud, 2011 .

An Asynchronous and Non-Invasive Brain-Actuated Wheelchair

José del R. Millán, Pierre W. Ferrez, G. Vanacker, 2007 .

Phase-based features for motor imagery brain-computer interfaces

José del R. Millán, Benjamin Hamner, Robert Leeb, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

The role of shared-control in BCI-based telepresence

José del R. Millán, Robert Leeb, Michele Tavella, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

The Plurality of Human Brain-Computer Interfacing [Scanning the Issue]

José del R. Millán, Klaus-Robert Müller, Gerwin Schalk, 2015, Proc. IEEE.

Driving a BCI Wheelchair: A Patient Case Study

José del R. Millán, Tom Carlson, Robert Leeb, 2012 .

Haptic Feedback Compared with Visual Feedback for BCI

José del R. Millán, Fabio Aloise, Marnix Nuttin, 2006 .

Studying Phase Synchrony for Classification of Mental Tasks in Brain Machine Interfaces

José del R. Millán, Silvia Chiappa, E. Gysels, 2003 .

Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG

Ricardo Chavarriaga, José del R. Millán, Margitta Seeck, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels

Ricardo Chavarriaga, José del R. Millán, Huaijian Zhang, 2015, NeuroImage.

Adaptive brain interfaces

José del R. Millán, J. Millán, K. Kaski, 2003, Commun. ACM.

A reinforcement connectionist approach to robot path finding in non-maze-like environments

José del R. Millán, Carme Torras, J. Millán, 1992, Machine Learning.

Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness

José del R. Millán, Christoph Schneider, Serafeim Perdikis, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

On the Use of Brain Decoded Signals for Online User Adaptive Gesture Recognition Systems

Ricardo Chavarriaga, José del R. Millán, Gerhard Tröster, 2010, Pervasive.

An Introduction to Brain-Computer Interfacing

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Neural network learning of variable grid-based maps for the autonomous navigation of robots

José del R. Millán, Angelo Arleo, 1997, Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97. 'Towards New Computational Principles for Robotics and Automation'.

Augmenting Astronaut's Capabilities through Brain-Machine Interfaces

José del R. Millán, Carlo Menon, M. Broschart, 2007, IJCAI 2007.

Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems

Ricardo Chavarriaga, José del R. Millán, Alois Ferscha, 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

Brain-Computer Interfaces

José del R. Millán, J. Millán, Ricardo Chavarriaga, 2020, Handbook of Clinical Neurology.

Adaptive assistance for BCI: a locked-in syndrome end-user case study

Ricardo Chavarriaga, José del R. Millán, Sareh Saeedi, 2016 .

General Signal Processing and Machine Learning Tools for BCI Analysis

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Improving Skills and Perception in Robot Navigation by an Augmented Virtuality Assistance System

José Manuel Andújar Márquez, José del R. Millán, Tom Carlson, 2014, Journal of Intelligent & Robotic Systems.

Noninvasive Estimates of Local Field Potentials for Brain-Computer Interfaces

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Efficient learning of variable-resolution cognitive maps for autonomous indoor navigation

José del R. Millán, Angelo Arleo, Dario Floreano, 1999, IEEE Trans. Robotics Autom..

Very high frequency oscillations (VHFO) as a predictor of movement intentions

José del R. Millán, Gregor Thut, Theodor Landis, 2006, NeuroImage.

Tapping the Mind or Resonating Minds

José del R. Millán, 2007 .

Brain–computer interfaces for space applications

José del R. Millán, Carlo Menon, Cristina de Negueruela, 2011, Personal and Ubiquitous Computing.

Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance

José del R. Millán, Iñaki Iturrate, Serafeim Perdikis, 2018, NeuroImage.

Plug&Play Brain–Computer Interfaces for effective Active and Assisted Living control

José del R. Millán, Ilaria De Munari, Paolo Ciampolini, 2017, Medical & Biological Engineering & Computing.

You Are Wrong! - Automatic Detection of Interaction Errors from Brain Waves

José del R. Millán, Pierre W. Ferrez, J. Millán, 2005, IJCAI.

Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback

Roland Siegwart, Ricardo Chavarriaga, José del R. Millán, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Feature Selection Methods on Distributed Linear Inverse Solutions for a Non-Invasive Brain-Machine Interface

José del R. Millán, Pierre W. Ferrez, Laurent Uldry, 2007 .

Relevant EEG features for the classification of spontaneous motor-related tasks

Febo Cincotti, Fabio Babiloni, José del R. Millán, 2002, Biological Cybernetics.

Stream fusion for multi-stream automatic speech recognition

Björn W. Schuller, Ricardo Chavarriaga, José del R. Millán, 2016, Int. J. Speech Technol..

Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks

Ricardo Chavarriaga, José del R. Millán, Andrés Úbeda, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Temporal Processing of Brain Activity for the Recognition of EEG Patterns

José del R. Millán, Pierre-Edouard Sottas, Alexandre Hauser, 2002, ICANN.

EEG-Based Lower-Limb Movement Onset Decoding: Continuous Classification and Asynchronous Detection

Dong Liu, Ricardo Chavarriaga, José del R. Millán, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Activity Recognition in Opportunistic Sensor Environments

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2011, FET.

Online covert visuospatial attention based BCI: A study with neutral background and natural images

José del R. Millán, Robert Leeb, Luca Tonin, 2013 .

Fast Recognition of Anticipation-Related Potentials

Ricardo Chavarriaga, José del R. Millán, Garipelli Gangadhar, 2009, IEEE Transactions on Biomedical Engineering.

Learning Signaling Behaviors and Specialization in Cooperative Agents

José del R. Millán, Antonio Murciano, J. Millán, 1996, Adapt. Behav..

Single-Trial Analysis of EEG during Rapid Visual Discrimination: Enabling Cortically Coupled Computer Vision

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

EEG-based BCI Systems and IDIAP EEG Database

José del R. Millán, Silvia Chiappa, 2003 .

Efficient reinforcement learning of navigation strategies in an autonomous robot

José del R. Millán, Carme Torras, 1994, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS'94).

Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

BNCI Horizon 2020: Towards a Roadmap for the BCI Community

José del R. Millán, Antinus Nijholt, Clemens Brunner, 2015 .

Human Awareness to Interface Errors Improves HCI Performance

Ricardo Chavarriaga, José del R. Millán, Kilian Förster, 2010 .

Modulation of the inter-hemispheric asymmetry of motor-related brain activity using brain-computer interfaces

José del R. Millán, Michael Pereira, Aleksander Sobolewski, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Brain-Computer Interfaces

Ricardo Chavarriaga, José del R. Millán, J. Millán, 2012, This Pervasive Day.

Toward Brain-Computer Interfacing (Neural Information Processing)

Terrence J. Sejnowski, José del R. Millán, Klaus-Robert Müller, 2007 .

Brain-Computer Interfacing for Intelligent Systems

Desney S. Tan, José del R. Millán, Anton Nijholt, 2008, IEEE Intelligent Systems.

Bayesian Controller for a Novel Semi-Autonomous Navigation Concept

Roland Siegwart, Ricardo Chavarriaga, José del R. Millán, 2007, EMCR.

Brain-actuated interaction

José del R. Millán, Wulfram Gerstner, Josep Mouriño, 2004, Artif. Intell..

BCI Telepresence: A Six Patient Evaluation

José del R. Millán, Tom Carlson, Robert Leeb, 2012 .

Robust activity recognition for assistive technologies: Benchmarking machine learning techniques

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2010, NIPS 2010.

Comparing BCI performance using scalp EEG-and inverse solution-based features

Ricardo Chavarriaga, José del R. Millán, Mohit Kumar Goel, 2014 .

Decoding fast-paced error-related potentials in monitoring protocols

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities

Héctor Pomares, Ignacio Rojas, Ricardo Chavarriaga, 2012, 2012 16th International Symposium on Wearable Computers.

Brain Correlates of Lane Changing Reaction Time in Simulated Driving

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability

Ricardo Chavarriaga, José del R. Millán, Sareh Saeedi, 2016, IEEE Computational Intelligence Magazine.

Opportunistic human activity and context recognition

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2013, Computer.

Word pair classification during imagined speech using direct brain recordings

José del R. Millán, Robert T. Knight, Iñaki Iturrate, 2016 .

Reinforcement Learning of Collision-free Motions for a Robot Arm with a Sensing Skin

José del R. Millán, Pedro Martín, J. Millán, 1998 .

Using Machine Learning Techniques in Real-World Mobile Robots

José del R. Millán, Rüdiger Dillmann, Frank Wallner, 1995, IEEE Expert.

A supervised recalibration protocol for unbiased BCI

Ricardo Chavarriaga, José del R. Millán, Robert Leeb, 2011 .

EEG-based Brain-Computer Interface to support post-stroke motor rehabilitation of the upper limb

Febo Cincotti, José del R. Millán, Fabio Aloise, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses

Ricardo Chavarriaga, José del R. Millán, Micah M. Murray, 2012, NeuroImage.

Bayesian plan recognition for Brain-Computer Interfaces

José del R. Millán, Hendrik Van Brussel, Eric Demeester, 2009, 2009 IEEE International Conference on Robotics and Automation.

Quantifying Electrode Reliability During Brain–Computer Interface Operation

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2015, IEEE Transactions on Biomedical Engineering.

The Use of Brain-Computer Interfacing in Ambient Intelligence

Ricardo Chavarriaga, José del R. Millán, Pierre W. Ferrez, 2007, AmI Workshops.

Feel the BCI vibe – vibrotactile BCI feedback

José del R. Millán, Dae-Shik Kim, Kiuk Gwak, 2013 .

Applying Transfer Learning To Deep Learned Models For EEG Analysis pdf

Ricardo Chavarriaga, José del R. Millán, Coert Van Gemeren, 2019, ArXiv.

Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification

Ricardo Chavarriaga, José del R. Millán, Mohit Kumar Goel, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Sensory Threshold electrical stimulation enhances Classification of motor imagery

José del R. Millán, Iñaki Iturrate, Serafeim Perdikis, 2017, GBCIC.

Hyperdimensional computing for noninvasive brain-computer interfaces: Blind and one-shot classification of EEG error-related potentials

Jan M. Rabaey, José del R. Millán, Abbas Rahimi, 2017 .

Continuous Brain-Actuated Control of an Intelligent Wheelchair by Human EEG

José del R. Millán, Pierre W. Ferrez, Dirk Vanhooydonck, 2008 .

ROS-health: An open-source framework for neurorobotics

José del R. Millán, Emanuele Menegatti, Roberto Bortoletto, 2018, 2018 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR).

Recent and Upcoming BCI progress: Overview, Analysis, and Recommendations

José del R. Millán, Brendan Z. Allison, Antinus Nijholt, 2012 .

Latency correction of error-related potentials reduces BCI calibration time

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2014 .

Platform for analyzing multi-tasking capabilities during BCI operation

José del R. Millán, Dae-Shik Kim, Kiuk Gwak, 2014 .

Moving Brain-Controlled Devices Outside the Lab: Principles and Applications

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2015 .

On-line anomaly detection and resilience in classifier ensembles

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2013, Pattern Recognit. Lett..

Non-invasive Brain-Actuated Interaction

Ricardo Chavarriaga, José del R. Millán, Pierre W. Ferrez, 2007, BVAI.

Superposition model for Steady State Visually Evoked Potentials

Ricardo Chavarriaga, José del R. Millán, Wilfredo Alfonso, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Introduction to Devices, Applications and Users: Towards Practical BCIs Based on Shared Control Techniques

José del R. Millán, Robert Leeb, J. Millán, 2012 .

Proceedings of the IEEE Conference on Cybernetics 2013

José del R. Millán, Ajith Abraham, Plamen Angelov, 2013 .

Online modulation of the level of assistance in shared control systems

Ricardo Chavarriaga, José del R. Millán, Tom Carlson, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Reliable decoding of motor state transitions during imagined movement

Ricardo Chavarriaga, José del R. Millán, Kyuhwa Lee, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

BCI Systems and Approaches

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Decoding Inner Speech Using Electrocorticography: Progress and Challenges Toward a Speech Prosthesis

José del R. Millán, Robert T. Knight, Iñaki Iturrate, 2018, Front. Neurosci..

The Importance of Online Error Correction and Feed-Forward Adjustments in Brain-Machine Interfaces for Restoration of Movement

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Building Reactive Path-Finders through Reinforcement Connectionist Learning: Three Issues and an Architecture

José del R. Millán, J. Millán, 1992, ECAI.

Local Neural Classifier for EEG-Based Recognition of Mental Tasks

Jukka Heikkonen, Febo Cincotti, Fabio Babiloni, 2000, IJCNN.

Specialization in multi-agent systems through learning

José del R. Millán, Javier Zamora, Antonio Murciano, 1997, Biological Cybernetics.

Detecting intention to grasp during reaching movements from EEG

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Learning and stabilization of altruistic behaviors in multi-agent systems by reciprocity

José del R. Millán, Javier Zamora, Antonio Murciano, 1997, Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97. 'Towards New Computational Principles for Robotics and Automation'.

Non-Invasive Brain-Actuated Control of a Mobile Robot

José del R. Millán, Wulfram Gerstner, Josep Mouriño, 2003, IJCAI.

Electrocorticogram as a Brain-Computer Interface Signal Source

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Tutorial: Brain mediated human-robot interaction

Ricardo Chavarriaga, José del R. Millán, 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

The human-computer connection: an overview of brain-computer interfaces

José del R. Millán, 2018 .

Robot arm reaching through neural inversions and reinforcement learning

José del R. Millán, Pedro Martín, J. Millán, 2000, Robotics Auton. Syst..

Detecting Intentional Mental Transitions in an Asynchronous BCI

José del R. Millán, Pierre W. Ferrez, Ferran Galán, 2006 .

Individual Word Classification During Imagined Speech Using Intracranial Recordings

José del R. Millán, Robert T. Knight, Iñaki Iturrate, 2019, Brain-Computer Interface Research.

3D Trajectory Reconstruction of Upper Limb Based on EEG

José del R. Millán, Seong-Whan Lee, Jeong-Hun Kim, 2013 .

Embedding learning in behaviour-based architectures: a conceptual approach

José del R. Millán, João Sequeira, M. Isabel Ribeiro, 1998, J. Intell. Manuf..

Principles of Hybrid Brain–Computer Interfaces

José del R. Millán, Brendan Z. Allison, Clemens Brunner, 2012 .

Brain-Machine Interfaces through Control of Electroencephalographic Signals and Vibrotactile Feedback

Febo Cincotti, Maria Grazia Marciani, José del R. Millán, 2007 .

Combining Reinforcement Learning and Differential Inverse Kinematics for Collision-Free Motion of Multilink Manipulators

José del R. Millán, Pedro Martín, 1997, IWANN.

Reinforcement learning of sensor-based reaching strategies for a two-link manipulator

José del R. Millán, Pedro Martín, J. Millán, 1996, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS '96.

Brain-computer interaction

José del R. Millán, 2006, UIST.

Non-Geometrical Parameters Identification for Robot Kinematic Calibration by use of Neural Network Techniques

José del R. Millán, Jean-Michel Renders, Marc Becquet, 1992 .

Towards Independence: A BCI Telepresence Robot for People With Severe Motor Disabilities

José del R. Millán, Tom Carlson, Lorenzo Desideri, 2015, Proceedings of the IEEE.

Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI

Febo Cincotti, José del R. Millán, Christa Neuper, 2011, Front. Neuroinform..

Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2015, Scientific Reports.

Brain-computer interfaces for hci and games

Desney S. Tan, José del R. Millán, Anton Nijholt, 2008, CHI Extended Abstracts.

OPPORTUNITY: Towards opportunistic activity and context recognition systems

Paul Lukowicz, Kai Kunze, Ricardo Chavarriaga, 2009, 2009 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks & Workshops.

Vibrotactile Feedback for Brain-Computer Interface Operation

Febo Cincotti, Fabio Babiloni, Maria Grazia Marciani, 2007, Comput. Intell. Neurosci..

Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces pdf

Luca Benini, José del R. Millán, Abbas Rahimi, 2018, ArXiv.

Decoding Neural Correlates of Cognitive States to Enhance Driving Experience

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2018, IEEE Transactions on Emerging Topics in Computational Intelligence.

Unsupervised Adaptation to On-body Sensor Displacement in Acceleration-Based Activity Recognition

Ricardo Chavarriaga, José del R. Millán, Hamidreza Bayati, 2011, 2011 15th Annual International Symposium on Wearable Computers.

Errare machinale est: the use of error-related potentials in brain-machine interfaces

Ricardo Chavarriaga, José del R. Millán, Aleksander Sobolewski, 2014, Front. Neurosci..

To Err Is Human: Learning from Error Potentials in Brain-Computer Interfaces

Ricardo Chavarriaga, José del R. Millán, Pierre W. Ferrez, 2007 .

Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison

Jouko Lampinen, Jukka Heikkonen, José del R. Millán, 2004, Neural Processing Letters.

Towards Noninvasive Hybrid Brain–Computer Interfaces: Framework, Practice, Clinical Application, and Beyond

Febo Cincotti, José del R. Millán, Donatella Mattia, 2015, Proceedings of the IEEE.

Reinforcement Learning: Discovering Stable Solutions in the Robot Path Finding Domain

José del R. Millán, Carme Torras, 1990, ECAI.

Augmenting Information from Brain-Computer Interfaces through Bayesian Plan Recognition

José del R. Millán, Hendrik Van Brussel, Eric Demeester, 2009, ESANN.

A local neural classifier for the recognition of EEG patterns associated to mental tasks

Jukka Heikkonen, Febo Cincotti, Fabio Babiloni, 2002, IEEE Trans. Neural Networks.

Detecting and Rectifying Anomalies in Body Sensor Networks

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2011, 2011 International Conference on Body Sensor Networks.

Combining BCI and Virtual Reality: Scouting Virtual Worlds

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Brain-Controlled Wheelchairs: A Robotic Architecture

José del R. Millán, Tom Carlson, J. Millán, 2013, IEEE Robotics & Automation Magazine.

Efficient reinforcement learning of navigation strategies in an autonomous robot

José del R. Millán, Carme Torras, 1994, IROS.

Online Classifier Adaptation in Brain-Computer Interfaces

José del R. Millán, Anna Buttfield, 2006 .

Shared-control of a brain-actuated wheelchair in natural environments

José del R. Millán, Pierre W. Ferrez, G. Vanacker, 2007 .

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials

Jan M. Rabaey, José del R. Millán, Abbas Rahimi, 2020, Mob. Networks Appl..

Asynchronous detection and classification of oscillatory brain activity

Ricardo Chavarriaga, José del R. Millán, Ferran Galán, 2008, 2008 16th European Signal Processing Conference.

Benchmarking classification techniques using the Opportunity human activity dataset

Ricardo Chavarriaga, José del R. Millán, Gerhard Tröster, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Learning of Sensor-Based Arm Motions while Executing High-Level Descriptions of Tasks

José del R. Millán, Pedro Martín, J. Millán, 1999, Auton. Robots.

On the Need for Both Internal and External Context Awareness for Reliable BCIs

José del R. Millán, Tom Carlson, Sareh Saeedi, 2013 .

A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Evaluation of proportional and discrete shared control paradigms for low resolution user inputs

José del R. Millán, Tom Carlson, Robert Leeb, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Non invasive Brain-Machine Interfaces Final Report

José del R. Millán, Pierre W. Ferrez, Anna Buttfield, 2007 .

Ensemble creation and reconfiguration for activity recognition: An information theoretic approach

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Probabilistically Modeling and Decoding Neural Population Activity in Motor Cortex

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Brain-controlled telepresence robot by motor-disabled people

José del R. Millán, Tom Carlson, Robert Leeb, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability

Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Proceedings of the 5th International Brain-Computer Interface Meeting 2013

José del R. Millán, Shangkai Gao, Gernot R. Müller-Putz, 2013 .

Norbert wiener panel session

Keith W. Hipel, José del R. Millán, Lawrence O. Hall, 2014, SMC 2014.

A hybrid BCI for enhanced control of a telepresence robot

José del R. Millán, Tom Carlson, Robert Leeb, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Monitoring mental workload and position errors for rehabilitation with haptic device and virtual reality

José del R. Millán, Roberto Oboe, Luca Tonin, 2015, EMBC 2015.

Rapid, safe, and incremental learning of navigation strategies

José del R. Millán, J. Millán, 1996, IEEE Trans. Syst. Man Cybern. Part B.

Non-invasive estimation of local field potentials for neuroprosthesis control

José del R. Millán, Pierre W. Ferrez, Rolando Grave de Peralta Menendez, 2005, Cognitive Processing.

Real-time Detection of Driver’s Movement Intention in Response to Traffic Lights

Ricardo Chavarriaga, José del R. Millán, Serafeim Perdikis, 2019, bioRxiv.

Graz-Brain-Computer Interface: State of Research

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Interaction and evaluation of an augmented virtuality assistance system for teleoperated robots

José Manuel Andújar Márquez, José del R. Millán, Tom Carlson, 2012, 2012 IEEE International Symposium on Robotic and Sensors Environments Proceedings.

Program Overview

José del R. Millán, Christian Wallraven, Jun Wang, 2012, SMC 2012.

Toward online detection of BCI performance degradation

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2012 .

EVOLUTION OF THE MENTAL STATES OPERATING A BRAIN-COMPUTER INTERFACE

José del R. Millán, Silvia Chiappa, R. Jane, 2002 .

BioSig: An Open-Source Software Library for BCI Research

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Adaptation in Brain-Computer Interfaces

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Robust, accurate spelling based on error-related potentials

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2016 .

The IDIAP Brain-Computer Interface: An Asynchronous Multiclass Approach

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Inverse Solutions for Brain Computer Interface

José del R. Millán, Mohit Kumar Goel, 2013 .

Iterative EEG-based Natural Image Search under RSVP

José del R. Millán, Ricardo Chavarriaga Lozano, Marija Uscumlic, 2013 .

Robust activity recognition combining anomaly detection and classifier retraining

Ricardo Chavarriaga, José del R. Millán, Gerhard Tröster, 2013, 2013 IEEE International Conference on Body Sensor Networks.

Effects of data sample dependence on the evaluation of BCI performance

José del R. Millán, Robert Leeb, Serafeim Perdikis, 2018 .

Context-Based Filtering for Assisted Brain-Actuated Wheelchair Driving

José del R. Millán, Hendrik Van Brussel, Pierre W. Ferrez, 2007, Comput. Intell. Neurosci..

Brain-Machine Interfaces: The Perception-Action Closed Loop: A Two-Learner System

José del R. Millán, 2015 .

Continuous-Action Q-Learning

José del R. Millán, Daniele Posenato, Eric Dedieu, 2002, Machine Learning.

Article in Press Robotics and Autonomous Systems ( ) – Robotics and Autonomous Systems Brain-coupled Interaction for Semi-autonomous Navigation of an Assistive Robot

Roland Siegwart, Ricardo Chavarriaga, José del R. Millán, 2022 .

Detecting Cognitive States for Enhancing Driving Experience

Ricardo Chavarriaga, José del R. Millán, Huaijian Zhang, 2013 .

A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers

Dong Liu, Ricardo Chavarriaga, José del R. Millán, 2017, Robotics Auton. Syst..

Noninvasive brain-actuated control of a mobile robot by human EEG

José del R. Millán, Wulfram Gerstner, Josep Mouriño, 2004, IEEE Transactions on Biomedical Engineering.

Improved recognition of error related potentials through the use of brain connectivity features

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

BMI: Lessons from tests with impaired users

José del R. Millán, J. Millán, 2014, BCI.

Detection of movement related cortical potential: Effects of causal vs. non-causal processing

Mohammad B. Shamsollahi, Ricardo Chavarriaga, José del R. Millán, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Long-Term Stable Control of Motor-Imagery BCI by a Locked-In User Through Adaptive Assistance

Ricardo Chavarriaga, José del R. Millán, Sareh Saeedi, 2017, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Direct non-invasive brain computer interfaces

José del R. Millán, C. M. Michel, R. Grave de Peralta Menendez, 2003 .

The OPPORTUNITY Framework and Data Processing Ecosystem for Opportunistic Activity and Context Recognition

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2012 .

Prospects of brain-machine interfaces for space system control

Luca Citi, José del R. Millán, Carlo Menon, 2006 .

Neural Approaches to Robot Control: Four Representative Applications

José del R. Millán, Carme Torras, Gordon Wells, 1995, IWANN.

Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation

Ricardo Chavarriaga, José del R. Millán, Hamidreza Bayati, 2011, Personal and Ubiquitous Computing.

Incremental Acquisition of Local Networks for the Control of Autonomous Robots

José del R. Millán, 1997, ICANN.

Autonomous Mobile Robots and Teleoperation

José del R. Millán, Carme Torras, Marc Becquet, 1992 .

Learning by Back-Propagation: Computing in a Systolic Way

José del R. Millán, Pau Bofill, 1989, PARLE.

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

Ricardo Chavarriaga, José del R. Millán, Gerhard Tröster, 2013, Pattern Recognit. Lett..

Minimizing calibration time of single-trial recognition of error potentials in brain-computer interfaces

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2011 .

BCI2000: A General-Purpose Software Platform for BCI

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Detection of anticipatory brain potentials during car driving

Ricardo Chavarriaga, José del R. Millán, Lucian Andrei Gheorghe, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Adaptive Brain Interfaces for Communication and Control

José del R. Millán, 2003 .

Catalytic gates for gas sensors based on SiC technology

Philippe Godignon, José del R. Millán, Christophe Serre, 2004 .

An EEG-based brain-computer interface for gait training

Dong Liu, José del R. Millán, Weihai Chen, 2017, 2017 29th Chinese Control And Decision Conference (CCDC).

A Recurrent Self-Organizing Map for Temporal Sequence Processing

Jukka Heikkonen, José del R. Millán, Markus Varsta, 1997, ICANN.

EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection

José del R. Millán, Pierre W. Ferrez, J. Millán, 2007, NIPS.

Detecting anomalies to improve classification performance in opportunistic sensor networks

Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, 2011, 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops).

Quantification and reduction of visual load during BCI operation

José del R. Millán, Dae-Shik Kim, Kiuk Gwak, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Non-Invasive Brain Computer Interface for Mental Control of a Simulated Wheelchair

José del R. Millán, Pierre W. Ferrez, G. Vanacker, 2006 .

Error Potentials for Brain-Computer Interfaces

Ricardo Chavarriaga, José del R. Millán, Aleksander Sobolewski, 2013 .

Learning efficient reactive behavioral sequences from basic reflexes in a goal-directed autonomous robot

José del R. Millán, J. Millán, 1994 .

Reinforcement learning of goal-directed obstacle-avoiding reaction strategies in an autonomous mobile robot

José del R. Millán, J. Millán, 1995, Robotics Auton. Syst..

Context-Aware Brain-Computer Interfaces

Ricardo Chavarriaga, José del R. Millán, 2010 .

A comparative psychophysical and EEG study of different feedback modalities for HRI

Roland Siegwart, Ricardo Chavarriaga, José del R. Millán, 2008, 2008 3rd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

Making the most of context-awareness in brain-computer interfaces

Ricardo Chavarriaga, José del R. Millán, Tom Carlson, 2013, 2013 IEEE International Conference on Cybernetics (CYBCO).

Closed-loop electrical neurostimulation: Challenges and opportunities

José del R. Millán, Michael Pereira, Iñaki Iturrate, 2018, Current Opinion in Biomedical Engineering.

Learning and stabilization of altruistic behaviors in multi-agent systems by reciprocity

José del R. Millán, Javier Zamora, Antonio Murciano, 1998, Biological Cybernetics.

Brain Interface Design for Asynchronous Control

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Inferring driver's turning direction through detection of error related brain activity

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Adaptive Brain Interfaces

Jukka Heikkonen, Fabio Babiloni, Maria Grazia Marciani, 1999, IWANN.

Offline decoding of upper limb muscle synergies from EEG slow cortical potentials

Ricardo Chavarriaga, José del R. Millán, Sarah Degallier, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Learning reaching strategies through reinforcement for a sensor-based manipulator

José del R. Millán, Pedro Martín, J. Millán, 1998, Neural Networks.

Brain-Computer Interfaces for Communication and Motor Control—Perspectives on Clinical Applications

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

The birth of the brain-controlled wheelchair

Ricardo Chavarriaga, José del R. Millán, Tom Carlson, 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Brain-Computer Interfaces and Visual Activity

José del R. Millán, Klaus-Robert Müller, Michael Tangermann, 2011 .

This Pervasive Day: the potential and perils of pervasive computing

José del R. Millán, Katina Michael, Alois Ferscha, 2012 .

Restoring Locomotion with a Thought Controlled Mobile Robot

José del R. Millán, 2004 .

A modular reinforcement-based neural controller for a three-link manipulator

José del R. Millán, Pedro Martín, J. Millán, 1997, Proceedings of the 1997 IEEE/RSJ International Conference on Intelligent Robot and Systems. Innovative Robotics for Real-World Applications. IROS '97.

Are we ready? Issues in transferring BCI technology from experts to users

José del R. Millán, Tom Carlson, Robert Leeb, 2011 .

Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach

Ricardo Chavarriaga, José del R. Millán, Michael Gastpar, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Evaluation Criteria for BCI Research

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Spatial filters yield stable features for error-related potentials across conditions

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Transferring BCI skills to successful application controls

José del R. Millán, Tom Carlson, Evert-Jan Hoogerwerf, 2013 .

Learning user habits for semi-autonomous navigation using low throughput interfaces

Roland Siegwart, Ricardo Chavarriaga, José del R. Millán, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Modular organization of reaching and grasping movements investigated using EEG microstates

Silvestro Micera, Dimitri Van De Ville, José del R. Millán, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Subject-oriented training for motor imagery brain-computer interfaces

José del R. Millán, Robert Leeb, Serafeim Perdikis, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Rewards-driven control of robot arm by decoding EEG signals

José del R. Millán, Aude Billard, Ajay Kumar Tanwani, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Non-Invasive Brain-Machine Interaction

Ricardo Chavarriaga, José del R. Millán, Pierre W. Ferrez, 2008, Int. J. Pattern Recognit. Artif. Intell..

Latency correction of error potentials between different experiments reduces calibration time for single-trial classification

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Learning To Avoid Obstacles Through Reinforcement: Noise-tolerance, Generalization And Dynamic Capabilities

José del R. Millán, Carme Torras, J. Millán, 1992, Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems.

Inferring subjective preferences on robot trajectories using EEG signals

Ricardo Chavarriaga, José del R. Millán, Aude Billard, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Epileptic Activity Detection in EEG with Neural Networks

José del R. Millán, Markus Varsta, Jukka Heikkonen, 1997 .

EEG correlates of active visual search during simulated driving: An exploratory study

Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Vision-Based Shared Control for a BCI Wheelchair

José del R. Millán, Tom Carlson, Guillaume Monnard, 2011 .

Transferring brain-computer interfaces beyond the laboratory: Successful application control for motor-disabled users

José del R. Millán, Tom Carlson, Robert Leeb, 2013, Artif. Intell. Medicine.

Simultaneous Real-Time Detection of Motor Imagery and Error-Related Potentials for Improved BCI Accuracy

José del R. Millán, Pierre W. Ferrez, J. Millán, 2008 .

Brain-Machine Interfaces: Progress in Large Clinical Validation

José del R. Millán, Tom Carlson, Robert Leeb, 2013, EMBC 2013.

Visuo-Spatial Attention Frame Recognition for Brain-Computer Interfaces

Ricardo Chavarriaga, José del R. Millán, Pierre W. Ferrez, 2007 .

Evaluating the performance of three feature sets for brain-computer interfaces with an early stopping MLP committee

Jukka Heikkonen, José del R. Millán, Markus Varsta, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Vibrotactile Feedback for Brain-Computer Interface Operation

Febo Cincotti, Fabio Babiloni, Maria Grazia Marciani, 2007, Computational Intelligence and Neuroscience.

The European Future Technologies Conference and Exhibition 2011 Activity Recognition in Opportunistic Sensor Environments

Paul Lukowicz, Ricardo Chavarriaga, José del R. Millán, 2011 .

EEG-Based Online Regulation of Difficulty in Simulated Flying

Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán, 2023, IEEE Transactions on Affective Computing.

Recognition of Anticipatory Behavior from Human EEG

Ricardo Chavarriaga, José del R. Millán, Gangadhar Garipelli, 2008 .

Behavioral and Cortical Effects during Attention Driven Brain-Computer Interface Operations in Spatial Neglect: A Feasibility Case Study

José del R. Millán, Emanuele Menegatti, Francesco Piccione, 2017, Front. Hum. Neurosci..

Reliable BMI control using epidural ECoG by an hemiplegic user

Ricardo Chavarriaga, José del R. Millán, Robert Leeb, 2016 .

Brain-Computer Interfaces for Post-Stroke Motor Rehabilitation: A Meta-Analysis

José del R. Millán, Junichi Ushiba, Niels Birbaumer, 2017, bioRxiv.

Intensive Upper Limb Neurorehabilitation with Virtual Reality in Chronic Stroke: A Case Report

José del R. Millán, Olaf Blanke, Robert Leeb, 2015 .

Decoding Self-paced Upper Limb Reaching Movements from Brain Signals

José del R. Millán, Eileen Lew Yi Lee, 2012 .

Peri-personal space encoding in patients with disorders of consciousness and cognitive-motor dissociation

José del R. Millán, Serafeim Perdikis, Andrea Serino, 2019, NeuroImage: Clinical.

Single Trial Classification of Neural Correlates of Anticipatory Behavior during Real Car Driving

José del R. Millán, Huaijian Zhang, Ricardo Chavarriaga Lozano, 2016 .

Future Directions in Brain/Neuronal Computer Interaction (Future BNCI)

José del R. Millán, Antinus Nijholt, Christa Neuper, 2010 .

High Frequency Bands and Estimated Local Field Potentials to Improve Single-Trial Classification of Electroencephalographic Signals

José del R. Millán, Pierre W. Ferrez, R. Grave de Peralta, 2006 .

Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors

Dong Liu, Ricardo Chavarriaga, José del R. Millán, 2017, Front. Hum. Neurosci..

tDCS Modulates Motor Imagery-Related BCI Features

Ricardo Chavarriaga, José del R. Millán, Antonio Oliviero, 2013 .

Decoding of two hand grasping types from EEG

Ricardo Chavarriaga, José del R. Millán, Iñaki Iturrate, 2016 .

Invasive BCI Approaches

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

An Iterative Framework for EEG-based Image Search: Robust Retrieval with Weak Classifiers

Ricardo Chavarriaga, José del R. Millán, Marija Ušćumlić, 2013, PloS one.

Differential contributions of subthalamic beta rhythms and neural noise to Parkinson motor symptoms

Ricardo Chavarriaga, José del R. Millán, Robert T. Knight, 2018, bioRxiv.

BCI controlled neuromuscular electrical stimulation enables sustained motor recovery in chronic stroke victims

José del R. Millán, Robert Leeb, Andrea Biasiucci, 2016 .

Robot Navigation

José del R. Millán, 2019 .