Combining visual and proprioceptive information in a model of spatial learning and navigation. - Ricardo Chavarriaga; Wulfram Gerstner (IJCNN, 2004)

Modelling Path Integrator Recalibration Using Hippocampal Place Cells. - Thomas Strösslin; Ricardo Chavarriaga; Denis Sheynikhovich; Wulfram Gerstner (ICANN (1), 2005)

Spatial Representation and Navigation in a Bio-inspired Robot. - Denis Sheynikhovich; Ricardo Chavarriaga; Thomas Strösslin; Wulfram Gerstner (Biomimetic Neural Learning for Intelligent Robots, 2005)

Competition between cue response and place response: a model of rat navigation behaviour. - Ricardo Chavarriaga; Thomas Strösslin; Denis Sheynikhovich; Wulfram Gerstner (Connect. Sci., 2005)

A computational model of parallel navigation systems in rodents. - Ricardo Chavarriaga; Thomas Strösslin; Denis Sheynikhovich; Wulfram Gerstner (Neuroinformatics, 2005)

Robust self-localisation and navigation based on hippocampal place cells. - Thomas Strösslin; Denis Sheynikhovich; Ricardo Chavarriaga; Wulfram Gerstner (Neural Networks, 2005)

Adaptive sensory processing for efficient place coding. - Denis Sheynikhovich; Ricardo Chavarriaga; Thomas Strösslin; Wulfram Gerstner (Neurocomputing, 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)

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)

Analyzing Interactions between Navigation Strategies Using a Computational Model of Action Selection. - Laurent Dollé; Mehdi Khamassi; Benoît Girard 001; Agnès Guillot; Ricardo Chavarriaga (Spatial Cognition, 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)

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)

Recording a Complex, Multi Modal Activity Data Set for Context Recognition. - Paul Lukowicz; Gerald Pirkl; David Bannach; Florian Wagner 002; Alberto Calatroni; Kilian Förster; Thomas Holleczek; Mirco Rossi; Daniel Roggen; Gerhard Tröster; Jakob Doppler; Clemens Holzmann; et al. (ARCS Workshops, 2010)

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)

Analyzing Interactions between Cue-Guided and Place-Based Navigation with a Computational Model of Action Selection: Influence of Sensory Cues and Training. - Laurent Dollé; Denis Sheynikhovich; Benoît Girard 001; Balázs Ujfalussy; Ricardo Chavarriaga; Agnès Guillot (SAB, 2010)

Minimal Model of Strategy Switching in the Plus-Maze Navigation Task. - Denis Sheynikhovich; Laurent Dollé; Ricardo Chavarriaga; Angelo Arleo (SAB, 2010)

Path planning versus cue responding: a bio-inspired model of switching between navigation strategies. - Laurent Dollé; Denis Sheynikhovich; Benoît Girard 001; Ricardo Chavarriaga; Agnès Guillot (Biol. Cybern., 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)

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)

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)

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)

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. - 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)

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)

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)

OPPORTUNITY Activity Recognition. - Daniel Roggen; Alberto Calatroni; Long-Van Nguyen-Dinh; Ricardo Chavarriaga; Hesam Sagha (UCI Machine Learning Repository, 2012)

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)

Steering timing prediction in a driving simulator task. - Lucian Gheorghe; Ricardo Chavarriaga; 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)

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)

Application of hybrid BCI and exergames for balance rehabilitation after stroke. - John Edison Muñoz; Ricardo Chavarriaga; David Sebastian Lopez (Advances in Computer Entertainment, 2014)

Multidisciplinary design of suitable assistive technologies for motor disabilities in Colombia. - Ricardo Chavarriaga; Maria N. Hurtado; Marcela Bolanos; José Á. Loaiza; Juan M. Mayor; Manuel Valencia; Jaime Aguilar-Zambrano (GHTC, 2014)

BCI and motion capture technologies for rehabilitation based on videogames. - John Edison Muñoz; Ricardo Chavarriaga; Julian F. Villada; David Sebastian Lopez (GHTC, 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)

Decoding fast-paced error-related potentials in monitoring protocols. - Ricardo Chavarriaga; Iñaki Iturrate; Quentin Wannebroucq; 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)

Asynchronous Decoding of Error Potentials during the Monitoring of a Reaching Task. - Jason Omedes; Iñaki Iturrate; Ricardo Chavarriaga; Luis Montesano (SMC, 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)

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

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)

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

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

Interactions of spatial strategies producing generalization gradient and blocking: A computational approach. - Laurent Dollé; Ricardo Chavarriaga; Agnès Guillot; Mehdi Khamassi (PLoS Comput. Biol., 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)

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)

Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. - Mohammadreza Amirian; Lukas Tuggener; Ricardo Chavarriaga; Yvan Putra Satyawan; Frank-Peter Schilling; Friedhelm Schwenker; Thilo Stadelmann (TAILOR, 2020)

EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. - Lubin Meng; Jian Huang 001; Zhigang Zeng; Xue Jiang; Shan Yu; Tzyy-Ping Jung; Chin-Teng Lin; Ricardo Chavarriaga; Dongrui Wu (CoRR, 2020)

A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications. - Niclas Simmler; Pascal Sager; Philipp Andermatt; Ricardo Chavarriaga; Frank-Peter Schilling; Matthias Rosenthal; Thilo Stadelmann (SDS, 2021)

Towards a Governance Framework for Brain Data. - Marcello Ienca; Joseph J. Fins; Ralf J. Jox; Fabrice Jotterand; Silja Voeneky; Roberto Andorno; Tonio Ball; Claude Castelluccia; Ricardo Chavarriaga; Hervé Chneiweiss; Agata Ferretti; Orsolya Friedrich; et al. (CoRR, 2021)

The CLAIRE COVID-19 initiative: approach, experiences and recommendations. - Gianluca Bontempi; Ricardo Chavarriaga; Hans ed Canck; Emanuela Girardi; Holger H. Hoos; Iarla Kilbane-Dawe; Tonio Ball; Ann Nowé; Jose Sousa; Davide Bacciu; Marco Aldinucci; Manlio ed Domenico; et al. (Ethics Inf. Technol., 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)

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)

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)

AI Assessment in Practice: Implementing a Certification Scheme for AI Trustworthiness (Academic Track). - Carmen Frischknecht-Gruber; Philipp Denzel; Monika Reif; Yann Billeter; Stefan Brunner; Oliver Forster; Frank-Peter Schilling; Joanna Weng; Ricardo Chavarriaga (SAIA, 2024)

MLOps as Enabler of Trustworthy AI. - Yann Billeter; Philipp Denzel; Ricardo Chavarriaga; Oliver Forster; Frank-Peter Schilling; Stefan Brunner; Carmen Frischknecht-Gruber; Monika Reif; Joanna Weng (SDS, 2024)

Towards the Certification of AI-based Systems. - Philipp Denzel; Stefan Brunner; Yann Billeter; Oliver Forster; Carmen Frischknecht-Gruber; Monika Reif; Frank-Peter Schilling; Joanna Weng; Ricardo Chavarriaga; Amin Amini 003; Marco Repetto; Arman Iranfar (SDS, 2024)

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures. - Milad Leyli-Abadi; Ricardo J. Bessa; Jan Viebahn; Daniel Boos; Clark Borst; Alberto Castagna; Ricardo Chavarriaga; Mohamed Hassouna; Bruno Lemetayer; Giulia Leto; Antoine Marot; Maroua Meddeb; et al. (CoRR, 2025)