Fabien Lotte
Orcid: 0000-0002-6888-9198
According to our database1,
Fabien Lotte
authored at least 78 papers
between 2008 and 2024.
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Bibliography
2024
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification.
IEEE Trans. Biomed. Eng., February, 2024
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024
2023
Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry.
Proceedings of the 31st European Signal Processing Conference, 2023
Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI.
IEEE Trans. Biomed. Eng., 2022
Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification.
Sensors, 2021
Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training.
Multimodal Technol. Interact., 2021
Experimenters' Influence on Mental-Imagery based Brain-Computer Interface User Training.
Int. J. Hum. Comput. Stud., 2021
Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
2020
Int. J. Hum. Comput. Stud., 2020
Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Towards measuring states of epistemic curiosity through electroencephalographic signals.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Monitoring Pilot's Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions.
Sensors, 2019
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data.
Neuroinformatics, 2019
Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces.
CoRR, 2019
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Design and Preliminary Study of a neurofeedback Protocol to Self-Regulate an EEG Marker of Drowsiness.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Are users' traits informative enough to predict/explain their mental-imagery based BCI performances?
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019
2018
Proceedings of the 2018 International Conference on Cyberworlds, 2018
Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
Proceedings of the From Vision to Reality, 2017
Proceedings of the From Vision to Reality, 2017
Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression.
Proceedings of the From Vision to Reality, 2017
Online Classification accuracy is a Poor Metric to Study Mental imagery-based BCI User Learning: an Experimental Demonstration and New Metrics.
Proceedings of the From Vision to Reality, 2017
Proceedings of the From Vision to Reality, 2017
When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort.
Comput. Intell. Neurosci., 2016
Proceedings of the TEI '16: Tenth International Conference on Tangible, 2016
Towards a spatial ability training to improve Mental Imagery based Brain-Computer Interface (MI-BCI) performance: A Pilot study.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain-Computer Interfaces.
Proc. IEEE, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Continuous Mental Effort Evaluation During 3D Object Manipulation Tasks Based on Brain and Physiological Signals.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015
Continuous Tactile Feedback for Motor-Imagery Based Brain-Computer Interaction in a Multitasking Context.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015
Averaging covariance matrices for EEG signal classification based on the CSP: An empirical study.
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
2014
The Mind-Mirror: See your brain in action in your head using EEG and augmented reality.
Proceedings of the 2014 IEEE Virtual Reality, 2014
Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014
Design and Validation of a Mental and Social Stress Induction Protocol - Towards Load-invariant Physiology-based Stress Detection.
Proceedings of the PhyCS 2014, 2014
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction.
Proceedings of the PhyCS 2014, 2014
Optimizing spatial filter pairs for EEG classification based on phase-synchronization.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
IEEE Trans. Comput. Intell. AI Games, 2013
Two Brains, One Game: Design and Evaluation of a Multiuser BCI Video Game Based on Motor Imagery.
IEEE Trans. Comput. Intell. AI Games, 2013
2012
Tech. Sci. Informatiques, 2012
Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity.
Neurocomputing, 2012
Brain computer interface vs walking interface in VR: the impact of motor activity on spatial transfer.
Proceedings of the 18th ACM Symposium on Virtual Reality Software and Technology, 2012
A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the Foundations of Digital Games, 2011
Using scalp electrical biosignals to control an object by concentration and relaxation tasks: Design and evaluation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Comparative study of band-power extraction techniques for Motor Imagery classification.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011
2010
OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments.
Presence Teleoperators Virtual Environ., 2010
Exploring Large Virtual Environments by Thoughts Using a Brain-Computer Interface Based on Motor Imagery and High-Level Commands.
Presence Teleoperators Virtual Environ., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Learning from other subjects helps reducing Brain-Computer Interface calibration time.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
FuRIA: an inverse solution based feature extraction algorithm using fuzzy set theory for brain-computer interfaces.
IEEE Trans. Signal Process., 2009
A performance model of selection techniques for p300-based brain-computer interfaces.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Proceedings of the International Conference on Advances in Computer Entertainment Technology, 2009
2008
Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications.
PhD thesis, 2008
Pattern Recognit. Lett., 2008
Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008