Publications

Peer-reviewed Journal Publications

1. V. G. von Groll, N. Leeuwis, S. Rimbert, A. Roc, L. Pillette, F. Lotte, M. Alimardani, "Large scale investigation of the effect of gender on mu rhythm suppression in motor imagery brain-computer interfaces", Brain-Computer Interfaces, 2024 - accepted

2. M. Welter, F. Lotte, "Ecological decoding of visual aesthetic preference with oscillatory electroencephalogram features—A mini-review", Frontiers in Neuroergonomics: cognitive neuroergonomics, 5:1341790, 2024 - pdf

3. P. Dreyer, A. Roc, L. Pillette, S. Rimbert, F. Lotte, "A large EEG database with users’ profile information for motor imagery brain-computer interface research", Scientific Data, vol 10, no. 580, 2023 - pdf

4. M.S. Yamamoto, K. Sadatnejad, T. Tanaka, M.R. Islam, F. Dehais, Y. Tanaka, F. Lotte, "Modeling complex EEG data distribution on the Riemannian manifold toward outlier detection and multimodal classification", IEEE Transactions on Biomedical Engineering, 2023 - pdf

5. R.N. Roy, M.F. Hinss, L. Darmet, S. Ladouce, E.S. Jahanpour, B. Somon, X. Xu, N. Drougard, F. Dehais, F. Lotte, "Retrospective on the first passive brain-computer interface competition on cross-session workload estimation", Frontiers in Neuroergonomics: Neurotechnology and Systems Neuroergonomics, 2022 - pdf

6. G.R Müller-Putz, D. Coyle, F. Lotte, J. Jin, D. Steyrl, "Editorial: Long Term User Training and Preparation to Succeed in a Closed -Loop BCI Competition", Editorial, Frontier in Human Neuroscience, section Brain-Computer Interfaces, 2022 - pdf

7. C. Benaroch, C. Jeunet, F. Lotte, "When should MI-BCI feature optimization include prior knowledge, and which one?", Brain-Computer Interfaces, vol. 9, no. 2, pp 115-128, 2022 - pdf

8. K. Sadatnejad, F. Lotte, "Riemannian channel selection for BCI with between-session non-stationarity reduction capabilities", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022 - pdf

9. J. Mladenovic, J. Frey, S. Pramij, J. Mattout, F. Lotte, "Towards identifying optimal biased feedback for various user states and traits in motor imagery BCI",  IEEE Transactions on Biomedical Engineering, vol. 69, no. 3, pp. 1101-1110, 2022 - featured article - pdf

10. A. Appriou, L. Pillette, D. Trocellier, D. Dutartre, A. Cichocki, F. Lotte, "BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification". MDPI Sensors, vol. 21, no. 5740, 2021 - pdf

11. L. Pillette, B. N’Kaoua, R. Sabau, B. Glize, F. Lotte, "Multi-session influence of two modalities of feedback and their order of presentation on MI-BCI user training", MDPI Multimodal Technologies and Interaction, vol. 5, no. 3, 2021 - pdf

12. C. Benaroch*, K. Sadatnejad*, A. Roc, A. Appriou, T. Monseigne, S. Pramij, J. Mladenovic, L. Pillette, C. Jeunet, F. Lotte (*: Authors contributed equally), "Long-term BCI training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training", Frontiers in Human Neuroscience, section Brain-Computer Interfaces, vol. 15, 2021 - pdf

13.  L. Pillette*, A. Roc*, B. N'Kaoua, F. Lotte (*: Authors contributed equally), "Experimenters Influence on Mental-Imagery based Brain-Computer Interface User Training", International Journal of Human-Computer Studies, vol. 149, 102603, 2021 - pdf

14. A. Roc, L. Pillette, J. Mladenovic, C. Benaroch, B. N'Kaoua, C. Jeunet, F. Lotte, "A review of user training methods in brain computer interfaces based on mental tasks", Journal of Neural Engineering, vol. 18, 011002, 2021 - pdf

15. S. Fairclough*, F. Lotte* (*: Authors contributed equally), "Grand Challenges in Neurotechnology and System Neuroergonomics", Frontiers in Neuroergonomics: Section Neurotechnology and Systems Neurergonomics, 2020 - pdf

16. L. Pillette, F. Lotte, B. N'kaoua, P.-A. Joseph, C. Jeunet, B. Glize, "Why we should systematically assess, control and report somatosensory impairments in BCI-based motor rehabilitation after stroke studies", Neuroimage-Clinical, Elsevier, vol. 28, pp.102417, 2020 - pdf

17. A. Appriou, A. Cichocki, F. Lotte, "Modern machine learning algorithms to classify cognitive and affective states from electroencephalography signals", IEEE System, Man & Cybernetics Magazine, vol. 6, no. 3, pp. 29-38, 2020 - pdf

18. J. Micoulaud-Franchi, C. Jeunet, F. Lotte, "Editorial - Neurofeedback: a challenge for integrative clinical neurophysiological studies", Neurophysiologie Clinique/Clinical Neurophysiology, vol. 50, no. 1, pp. 1-3, 2020 - pdf

19. L. Pillette, C. Jeunet, B. Mansencal, R. N'Kambou, B. N'Kaoua, F. Lotte, « A physical learning companion for Mental-Imagery BCI User Training », International Journal of Human-Computer Studies, vol. 136, pp. 102380, 2020 - pdf

20. S. Lees, P. McCullagh, L. Maguire, F. Lotte, D. Coyle, "EEG-based detection of image targets containing pictures, numbers or words at varying rates in rapid serial visual presentation", IEEE Transactions on Neural Systems and Rehabilitation Engineering (IEEE TNSRE), vol. 28, no. 1, pp. 113-122, 2020 - pdf

21. J. Mladenovic, J. Frey, M. Joffily, E. Maby, F. Lotte, J. Mattout, "Active Inference as a Unifying, Generic and Adaptive Framework for P300-based BCI", Journal of Neural Engineering, vol. 17, no. 1, 0160542019, 2020 - pdf

22. T. Ros*, S. Enriquez-Gepper*, V. Zotev, K. Young, G. Wood, S. Whitfield-Gabrieli, F. Wan, F. Vialatte, D. Van De Ville, D. Todder, T. Surmeli, J. Sulzer, U. Strehl, B. Sterman, N. Steiner, B. Sorger, S. Soekadar, R. Sitaram, L. Sherlin, M. Schönenberg, F. Scharnowski, M. Schabus, K. Rubia, A. Rosa, M. Reiners, J. Pineda, C. Paret, A. Nicholson, W. Nan, J. Minguez, J.-A. Micoulaud-Franchi, D. Mehler, J. Lubar, F. Lotte, D. E. J. Linden, J. Lewis-Peacock, M. Lebedev, R. Lanius, A. Kübler, C. Kranczioch, Y. Koush, L. Konicar, S. E. Kober, M. Klados, C. Jeunet, T. Janssen, R. J. Huster, K. Hoedlmoser, L. Hirshberg, T. Hendler, M. Hampson, A. Guggisberg, J. Gruzelier, R. Göbel, N. Gninenko, A. Gharabaghi, P.  Frewen, T. Fovet, T. Fernandez, C. Escolano, A.-C. Ehl, R. Drechsler, C. deCharms, D. De Ridder, E. Davelaar, M. Congedo, M. Cavazza, R. M. H. M. Breteler, D. Brandeis, J. Bodurka, N. Birbaumer, O. Bazanova, R. Bauer, B. Barth, P. Bamidis, T. Auer, M. Arns, R. Thibault* (*: Authors contributed equally), "Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist)", Brain, awaa009, vol. 143, no. 6, pp. 1674–1685, 2020 - pdf

23. F. Lotte*, C. Jeunet*, R. Chavarriaga*, L. Bougrain*, D. E. Thompson, R. Scherer, Md R. Mowla, A. Kübler, M. Grosse-Wentrup, K. Dijkstra, N. Dayan (*: Authors contributed equally), "Turning negative into positives! Exploiting 'negative' results in Brain-Machine Interface (BMI) research", Brain-Computer Interfaces, vol. 6, no. 4, pp. 178-189, 2019 - pdf

24. J.E. Huggins, C. Guger, E. Aarnoutse, B.Z. Allison, C.W. Anderson, C. Bedrick, W. Besio, R. Chavarriaga, J.L. Collinger, A.H. Do, C. Herff, M. Hohmann, M. Kinsella, K. Lee, F. Lotte, G. Müller-Putz, A. Nijholt, E. Pels, B. Peters, F. Putz, R. Rupp, G. Schalk, S. Scott, M. Tangermann, P. Tubig, T. Zander, "Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation", Brain-Computer Interfaces, vol. 6, pp. 71-101, 2019 - draft pdf - link  

25. F. Dehais, A. Duprès, S. Blum, N. Drougard, S. Scannella, R.N. Roy, F. Lotte, "Monitoring Pilot's Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions", MDPI Sensors, vol. 19, no. 6, pp. 1324, 2019 - pdf 

26. Batail, J.-M., Bioulac, S., Cabestaing, F., Daudet, C., Drapier, D., Fouillien, M., Fovet, T., Hakoun, A., Jardri, R., Jeunet, C., Lotte, F., Maby, E., Mattout, J., Medani, T., Micoulaud-Franchi, J.A., Mladenovic, J., Perronet, L., Pillette, L., Ros, T., Vialatte, F. (authors in alphabetical orders), « Neurofeedback research: a fertile ground for psychiatry? », L’Encéphale, vol. 843, no. 1, pp. 1-68, 2019 - pdf

27. A. Meinel, S. Castaño-Candamil, B. Blankertz, F. Lotte, M. Tangermann, "Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems", Neuroinformatics, vol. 17, no 2, pp. 235-251, 2019 - draft pdf - final version - code

28. F Putze, C Mühl, F Lotte, S Fairclough, C Herff, "Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures", Frontiers in Human Neuroscience, 2018 - pdf

29. LR Krol, J Pawlitzki, F Lotte, K Gramann, TO Zander, "SEREEGA: Simulating Event-Related EEG Activity", Journal of Neuroscience Methods, vol. 309, pp. 13-24, 2018 - pdf - code

30. F. Lotte, C. Jeunet, "Defining and Quantifying Users’ Mental Imagery-based BCI skills: a first step", Journal of Neural Engineering, vol. 15, no. 4, 2018 - link - pdf - code

31. C. Jeunet, F. Lotte, J.-M. Batail, P. Philip, J.-A. Micoulaud-Franchi, “Using recent BCI literature to deepen our understanding of clinical neurofeedback: a short review”, Neuroscience, vol. 378, pp. 225-233, 2018 - pdf

32. F Lotte, L Bougrain, A Cichocki, M Clerc, M Congedo, A Rakotomamonjy, and F Yger, "A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update", Journal of Neural Engineering, vol. 15, no. 3, 2018 - featured article - Highly cited JNE paper 2018 (cf here) - link - pdf

33. S. Lees, N. Dayan, H. Cecotti, P. McCullagh, L. Maguire, F. Lotte, D. Coyle, "A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces", Journal of Neural Engineering, vol. 15,  no. 2, 021001, 2017 - pdf

34. T. Fovet, J.-A. Micoulaud-Franchi, F.-B. Vialatte, F. Lotte, C. Daudet, J.-M. Batail, J. Mattout, G. Wood, R. Jardri, S. Enriquez-Geppert, T. Ros, "On assessing neurofeedback effects: should double-blind replace neurophysiological mechanisms?", Letter to the Editor, Brain, 2017 - pdf

35. L. Perronnet, A. Lécuyer, M. Mano, E. Bannier, F. Lotte, M. Clerc, C. Barillot, "Unimodal versus bimodal EEG-fMRI neurofeedback of a motor imagery task", Frontiers in Human Neuroscience, vol. 11, pp 193, 2017 - pdf

36. F. Yger, M. Bérar, F. Lotte, "Riemannian approaches in Brain-Computer Interfaces: a review", IEEE Transactions on Neural System and Rehabilitation Engineering, vol. 25, no. 10, pp. 1753-1762, 2017 - pdf

37. M. Arns, J.-M. Batail, S. Bioulac, M. Congedo, C. Daudet, D. Drapier, T. Fovet, R. Jardri, M. Le Van Quyen, F. Lotte, D. Mehler, J.-A. Micoulaud-Franchi, D. Purper-Ouakil, F. Vialatte, The Next Group, "Neurofeedback: one of today’s techniques in psychiatry?", L’Encéphale, vol. 43, no. 2, pp. 135-145, 2017 - pdf

38. J. Frey, M. Hachet, F. Lotte, "EEG-based Neuroergonomics for 3D User Interfaces: opportunities and challenges", Le Travail Humain, vol. 80, no. 1, pp. 73-92, 2017 - pdf

39. R. Chavarriaga*, M. Fried-Oken*, S. Kleih*, F. Lotte*, R. Scherer* (*: all authors contributed equally to this work), "Heading for new shores! Overcoming pitfalls in BCI design", Brain-Computer Interfaces, vol. 4, no. 1-2, pp. 60-73, 2017 - pdf

40. C. Jeunet, E. Jahanpour, F. Lotte, "Why Standard Brain-Computer Interface (BCI) Training Protocols Should be Changed: An Experimental Study", Journal of Neural Engineering, vol. 13, no. 3, 036024, 2016 - pdf

41. C. Jeunet, B. N’Kaoua, F. Lotte, “Advances in User-Training for Mental-Imagery Based BCI Control: Psychological and Cognitive Factors and their Neural Correlates”, Progress in Brain Research, UK: Elsevier, vol 228, pp. 3-35, 2016 - pdf

42. J. Frey, A. Appriou, F. Lotte, M. Hachet, "Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort", Computational Intelligence and Neuroscience, Article ID 2758103, 2016 - pdf

43. C. Jeunet, B. N’Kaoua, S. Subramanian, M. Hachet, F. Lotte, “Predicting Mental Imagery-Based BCI Performance from Personality, Cognitive Profile and Neurophysiological Patterns”, PLOS ONE, vol. 10, no. 12, e0143962, 2015 - Top 10% most cited PLOS One paper in 2015 (cf here) - pdf 

44. F. Lotte, "Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based Brain-Computer Interfaces", Proceedings of the IEEE, vol. 103, no. 6, pp. 871-890, 2015 - pdf - code

45. F Lotte*, JS Brumberg*, P Brunner, A Gunduz, AL Ritaccio, C Guan, G Schalk (*: co-first authorship), "Electrocorticographic Representations of Segmental Features in Continuous Speech", Frontiers in Human Neuroscience, vol. 9, no. 97, 2015 - pdf

46. C. Mühl, C. Jeunet, F. Lotte, "EEG-based Workload Estimation Across Affective Contexts", Frontiers in Neurosciences section Neuroprosthetics, vol 8, no. 114, 2014 - pdf

47. J.E. Huggins, C. Guger, B. Allison, C.W. Anderson, A. Batista, A.-M. Brouwer, C. Brunner, R. Chavarriaga, M. Fried-Oken, A. Gunduz, D. Gupta, A. Kübler, R. Leeb, F. Lotte, L.E. Miller, G. Müller-Putz, T. Rutkowski, M. Tangermann, D.E. Thompson, “Workshops of the Fifth International Brain-Computer Interface Meeting:  Defining the Future”, Brain-Computer Interfaces, vol. 1, no. 1, pp. 27-49, 2014, pdf

48. F. Lotte, F. Larrue, C. Mühl, "Flaws in current human training protocols for spontaneous Brain-Computer Interfaces: lessons learned from instructional design", Frontiers in Human Neurosciences, vol 7., no. 568, 2013 - pdf

49. D. Coyle, J. Principe, F. Lotte, A. Nijholt, "Guest Editorial: Brain/Neuronal Computer Games Interfaces and Interaction", IEEE Transactions on Computational Intelligence and AI in Games (IEEE-T-CIAIG), vol. 5, num. 2, pp. 77-81, 2013 - pdf

50. L. Bonnet, F. Lotte, A. Lécuyer, "Two Brains, One Game: Design and Evaluation of a Multi-User BCI Video Game Based on Motor Imagery", IEEE Transactions on Computational Intelligence and AI in Games (IEEE T-CIAIG), vol. 5, num. 2, pp. 185-198, 2013 - pdf

51. J. van Erp, F. Lotte, M. Tangermann, "Brain-Computer Interfaces: Beyond Medical Applications", IEEE Computer, vol. 45, no. 4, pp. 26-34, 2012 - draft pdf - link to final version (note: the draft and final version are substantially different)

52. F. Lotte, "Les Interfaces Cerveau-Ordinateur : Conception et Utilisation en Réalité Virtuelle", Technique et Science Informatiques, ASTI PhD thesis award special issue, vol. 31, no. 3, pp. 289-310, 2012 - pdf (in French)

53. N. Brodu, F. Lotte, A. Lécuyer, "Exploring Two Novel Features for EEG-based Brain-Computer Interfaces: Multifractal Cumulants and Predictive Complexity", Neurocomputing, vol. 79, no. 1, pp. 87-94, 2012, - pdf  - code

54. F. Lotte, C.T. Guan, "Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms", IEEE Transactions on Biomedical Engineering, vol. 58, no. 2, pp. 355-362, 2011 - pdf - code

55. Y. Renard, F. Lotte, G. Gibert, M. Congedo, E. Maby, V. Delannoy, O. Bertrand, A.  Lécuyer, “OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments”, Presence: teleoperators and virtual environments, vol. 19, no. 1, pp. 35-53, 2010 - draft pdf (color) - final pdf (black & white) - code

56. F. Lotte, A. Van Langhenhove, F. Lamarche, T. Ernest, Y. Renard, B. Arnaldi, A. Lécuyer, “Exploring Large Virtual Environments by Thoughts using a Brain-Computer Interface based on Motor Imagery and High-Level Commands”, Presence: teleoperators and virtual environments, vol. 19, no. 1, pp. 54-70, 2010 - draft pdf (color) - final pdf (black & white)

57. F. Lotte, A. Lécuyer, B. Arnaldi, “FuRIA: An inverse Solution based Feature Extraction Algorithm using Fuzzy Set Theory for Brain-Computer Interfaces”, IEEE Transactions on Signal Processing, vol. 57, no. 8, pp. 3253-3263, 2009 - pdf - code

58. A. Lécuyer, F. Lotte, R. Reilly, R. Leeb, M. Hirose, M. Slater, “Brain-Computer Interfaces, Virtual Reality, and Videogames”, IEEE Computer, vol. 41, no. 10, pp 66-72, 2008 - pdf - link to final version

59. F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous", revue Traitement du signal, special issue GRETSI 2007, vol. 25, no. 4, pp. 305-317, 2008 - pdf (in French)

60. M. Zhong, F. Lotte, M. Girolami, A. Lécuyer, "Classifying EEG for Brain Computer Interfaces Using Gaussian Processes", Pattern Recognition Letters, vol. 29, no. 3, pp. 354-359, 2008 - pdf

61. F. Lotte, A. Lécuyer, F. Lamarche, B. Arnaldi, "Studying the use of fuzzy inference systems for motor imagery classification", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 15, no. 2, pp. 322-324, 2007 - pdf - code

62. F. Lotte, M. Congedo, A. Lécuyer, F. Lamarche, B. Arnaldi, "A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces", Journal of Neural Engineering, 4, R1-R13, 2007 - featured article - highlights of 2007 - pdf

63. M. Congedo, F. Lotte, and A. Lécuyer, "Classification of movement intention by spatially filtered electromagnetic inverse solutions", Physics in Medicine and Biology, 51, pp. 1971-1989, 2006 - pdf

Edited Books

1. C.S. Nam, A. Nijholt, F. Lotte, "Brain-Computer Interfaces Handbook: Technological and Theoretical Advance", Taylor & Francis, 2018 - Outstanding Book in STEM Award 2018 by Taylor & Francis - link

2. M. Clerc, L. Bougrain, F. Lotte, "Brain-Computer Interfaces 1: foundations and methods / Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes", ISTE-Wiley, 2016 - link EN / lien FR

3. M. Clerc, L. Bougrain, F. Lotte, "Brain-Computer Interfaces 2: technology and applications / Les Interfaces Cerveau-Ordinateur 2 : technologie et applications", ISTE-Wiley, 2016 - link EN / lien FR

Peer reviewed Conference Publications with full or short papers

1. T. de Surrel, F. Yger, S. Chevallier, F. Lotte, "Averaging trajectories on the manifold of symmetric positive definite matrices", EUSIPCO 2024 - accepted

2. D. Trocellier, B. N'Kaoua, F. Lotte, "Validating Neurophysiological Predictors of BCI performance on a large open source dataset", 9th International Graz Brain-Computer Interface Conference, 2024 - accepted

3. M. Welter, J. Casal Martinez, E. Redmond, J. Baum, T. Ward, F. Lotte, "EEG single-trial decoding of visual art preference", 9th International Graz Brain-Computer Interface Conference, 2024 - accepted

4. P. Dreyer, A. Roc, D. Trocellier, M. Welter, R. N. Roy, F. Lotte, "EOG markers of fatigue during motor imagery BCI use", 9th International Graz Brain-Computer Interface Conference, 2024 - accepted

5. C. Annicchiarico, F. Lotte, J. Mattout, "Bayesian model of individual learning to control a motor imagery BCI", 9th International Graz Brain-Computer Interface Conference, 2024 - accepted

6. V. Marissens Cueva, S. Rimbert, A. M. Cebolla Alvarez, M. Petieau, V. Vitkova, I. Hashemi, G. Cheron, C. Meistelman, P. Guerci, D. Schmartz, S. J. Bidgoli, L. Bougrain, F. Lotte, "Towards Riemannian EEG Classifiers to Detect Awake and Anesthetized States using Median Nerve Stimulation", 9th International Graz Brain-Computer Interface Conference, 2024 - accepted

7. S. Rimbert, V. Marissens Cueva, L. Bougrain, F. Lotte, "Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation", The 12th IEEE International Winter Conference on Brain-Computer Interface (IWCBCI'24), 2024

8. A. Appriou, F. Lotte. "Riemannian ElectroCardioGraphic signal classification". 4th Latin-American Workshop on Computational Neuroscience (LAWCN 2023), 2023 - pdf

9.  M.S. Yamamoto, A. Mellot, S. Chevallier, F. Lotte, "Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry", EUSIPCO 2023 – The 31st European Signal Processing Conference, 2023 - pdf

10. S. Rimbert, D. Trocellier, F. Lotte, "Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI",     EMBC 2023 – 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023 - pdf

11. D. Trocellier, B. N’Kaoua, F. Lotte, “Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence”, In Proc. IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering (MetroXRAINE’22), 2022 - pdf

12. S. Rimbert, D. Trocellier, F. Lotte, “Is Event-Related Desynchronization variability correlated with BCI performance?”. In Proc. IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering (MetroXRAINE’22), 2022 - pdf

13.  M.S. Yamamoto, F. Lotte, F. Yger, S. Chevallier, "Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results", IEEE EMBS Engineering in Medecine and Biology Conference (EMBC'22), 2022 - pdf

14.  S. Rimbert, F. Lotte, "How ERD modulations during motor imageries relate to users’ traits and BCI performances", IEEE EMBS Engineering in Medecine and Biology Conference (EMBC'22), 2022 - pdf

15. L. Bougrain, S. Rimbert, P.L.C. Rodrigues, G. Canron, F. Lotte, "Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study", 10th International IEEE/EMBS Conference on Neural Engineering (NER), 2021 - pdf

16. A. Appriou, J. Ceha, S. Pramij, D. Dutartre, E. Law, P.-Y. Oudeyer, F. Lotte, “Towards measuring states of epistemic curiosity through electroencephalographic signals”, IEEE Systems, Man & Cybernetics (IEEE SMC’20) conference, 2020 - pdf

17. E. Tzdaka, C. Benaroch, C. Jeunet, F. Lotte, "Assessing the Relevance of Neurophysiological Patterns to Predict Motor Imagery-Based BCI Users' Performance", IEEE Systems, Man & Cybernetics (IEEE SMC’20) conference, 2020 - pdf

18. M.S. Yamamoto, K. Sadatnejad, T. Tanaka, M.R. Islam, Y. Tanaka, F. Lotte, "Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering". 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC'2020), pp. 438-441, 2020 - pdf

19. K. Sadatnejad, A. Roc, L. Pillette, A. Appriou, T. Monseigne, F. Lotte, "Channel selection over Riemannian Manifold with non-stationarity consideration for brain-computer interfaces applications",  International Conference on Audio, Speech and Signal Processing (ICASSP'2020), pp. 1364-1368, 2020 - pdf

20. A. Roc, L. Pillette, B. N’Kaoua, F. Lotte, "Would Motor-Imagery based BCI user training benefit from more women experimenters?", 8th International Graz Brain-Computer Interface Conference, 2019 - pdf

21. T. Monseigne, F. Lotte, S. Bioulac, P. Philip, J.-A. Micoulaud-Franchi, "Design and preliminary study of a neurofeedback protocol to self-regulate an EEG marker of drowsiness",  8th International Graz Brain-Computer Interface Conference, 2019 - pdf

22.  C. Benaroch, C. Jeunet, F. Lotte, "Are users’ traits informative enough to predict/explain their mental-imagery based BCI performances?",  8th International Graz Brain-Computer Interface Conference, 2019 - pdf

23. S. Kumar, F. Yger, F. Lotte, "Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces", IEEE International Winter Conference on Brain-Computer Interfaces, 2019 - pdf - code 

24. L Zhu, F Lotte, G Cui, J Li, C Zhou, A Cichocki, "Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study", Cyberworlds, 2018 - pdf

25. L. Pillette, C. Jeunet, R. N’Kambou, B. N’Kaoua & F. Lotte, “Towards artificial learning companions for mental imragery-based brain-computer interfaces”, Workshop on “Affects, Artificial Companions and Interaction” (WACAI 2018), 2018 - pdf

26. C. Jeunet, B. N’Kaoua, F. Lotte, “Towards a cognitive model of MI-BCI user training”, 7th international Graz BCI conference, 2017 – pdf

27. F. Lotte, C. Jeunet, “Online classification accuracy is a poor metric to study mental-imagery based BCI user learning: An experimental demonstration and new metrics”, 7th international Graz BCI conference, 2017 – pdf

28. L. Pillette, C. Jeunet, B. Mansencal, R. N’Kambou, B. N'Kaoua, F. Lotte, “PEANUT : Personalised Emotional Agent for Neurotechnology User-Training”, 7th international Graz BCI conference, 2017 – pdf

29. A. Meinel, F. Lotte, M. Tangermann, "Tikhonov Regularization Enhances EEG-based Spatial Filtering for Single Trial Regression", 7th international Graz BCI conference, 2017 - pdf

30. J. Mladenovic, J. Frey, M. Bonnet-Save, J. Mattout, F. Lotte, "The Impact of Flow in an EEG-based Brain Computer Interface", 7th international Graz BCI conference, 2017 - pdf

31. S. Teillet, F. Lotte, B. N'Kaoua, C. Jeunet, "Towards a Spatial Ability Training to Improve Motor Imagery based Brain-Computer Interfaces (MI-BCIs) Performance: a Pilot Study", IEEE International Conference on Systems Man and Cybernetics (IEEE SMC), 2016 - pdf

32. J Frey, M Daniel, J Castet, M Hachet, F Lotte, "Framework for Electroencephalography-based Evaluation of User Experience", ACM SIGCHI Conference on Human Factors in Computing Systems (ACM CHI), pp.  2283-2294, 2016 - pdf

33. R. Gervais, J. Frey, A. Gay, F. Lotte, M. Hachet, "TOBE: Tangible Out-of-Body Experience", Tangible, Embedded and Embodied Interaction (TEI), pp. 227-235, 2016 - pdf

34. J. Schumacher, C. Jeunet, F. Lotte, “Towards Explanatory Feedback for User Training in Brain-Computer Interfaces”, IEEE International Conference on Systems Man and Cybernetics (IEEE SMC), pp. 3169-3174, 2015 - pdf

35. F. Yger, F. Lotte, M. Sugiyama, "Averaging covariance matrices for EEG signal classification based on the CSP: an empirical study", EUSIPCO, pp. 2721 - 2725, 2015 - pdf

36. J. Frey, A. Appriou, F. Lotte, M. Hachet, "Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept", Human-Computer Interaction - INTERACT, pp 354-362, 2015 - pdf

37. C. Jeunet, C. Vi, D. Spelmezan, B. N’Kaoua, F. Lotte, S. Subramanian, “Continuous Tactile Feedback for Motor-Imagery based Brain-Computer Interaction in a Multitasking Context”, Human-Computer Interaction - INTERACT, pp 488-505, 2015 - pdf - code

38. D. Wobrock, J. Frey, D. Graeff, J.-B. de la Rivière, J. Castet, F. Lotte, “Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals”, Human-Computer Interaction - INTERACT, pp 472-487, 2015 - pdf

39. F. Lotte, C. Jeunet, "Towards Improved BCI based on Human Learning Principles", 3rd International Winter Conference on Brain-Computer Interfaces, invited paper, pp. 37-40, 2015 - pdf

40. T. Nishida, M. Abe, T. Ookaki, D. Lala, S. Thovuttikul, H. Song, M. Yasser, C. Nitschke, Y. Ohmoto, A. Nakazawa, T. Shochi, J.-L. Rouas, A. Bugeau, F. Lotte, Z. Ming, G. Letournel, M. Guerry, D. Fourer, "Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report", Asian Conference on Intelligent Information and Database Systems (ACIIDS), pp 13-22, 2015 - pdf

41. J. Frey, R. Gervais, S. Fleck, F. Lotte, M. Hachet, "Teegi: Tangible EEG Interface", ACM User Interface Software and Technology (UIST) symposium, pp. 301-308, 2014 - pdf

42. N. Caramia, F. Lotte, S. Ramat, “Optimizing spatial filter pairs for EEG classification based on phase synchronization”, International Conference on Audio, Speech and Signal Processing (ICASSP'2014), pp. 2049-2053, 2014 - pdf

43. J. Mercier-Ganady, F. Lotte, E. Loup-Escande, M. Marchal, A. Lécuyer, “The Mind-Mirror: See your Brain in Action in your head Using EEG and Augmented Reality”, IEEE Virtual Reality conference (VR 2014), pp. 33-38, 2014 - video - pdf

44. J. Frey, C. Mühl, F. Lotte, M. Hachet. "Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction", International Conference on Physiological Computing Systems (PhyCS 2014), pp. 214-223, 2014 - pdf

45. C. Jeunet, F. Lotte, C. Mühl, "Design and Validation of a Mental and Social Stress Induction Protocol: Towards Load-Invariant Physiology-Based Detection", International Conference on Physiological Computing Systems (PhyCS 2014), pp. 98-106, 2014 - pdf

46. P. Cutellic, F. Lotte, "Augmented Iterations: Integrating Neural Activity in Evolutionary Computation for Design", eCAADe 2013 - pdf

47. F. Larrue, H. Sauzeon, L. Aguilova, F. Lotte, M. Hachet, B. N'Kaoua, "Brain Computer Interface Vs Walking Interface in VR: The Impact of Motor Activity on Spatial Transfer", ACM symposium on Virtual Reality Software and Technology (VRST'2012), pp. 113-120, 2012 - pdf

48. F. Lotte, "A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length", International Conference on Pattern Recognition (ICPR'2012), pp. 1302-1305, 2012 - pdf

49. L. George, F. Lotte, R. Viciana Abad, A. Lécuyer, "Using Scalp Electrical Biosignals to Control an Object by Concentration and Relaxation Tasks: Design and Evaluation", 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'11), pp. 6299-6302, 2011 - pdf

50. F. Lotte, "Brain-Computer Interfaces for 3D Games: Hype or Hope?", Foundations of Digital Games (FDG'2011), pp. 325-327, 2011 - pdf

51. N. Brodu, F. Lotte, A. Lécuyer, "Comparative Study of Band-Power Extraction Techniques for Motor Imagery Classification", 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (SSCI'2011 CCMB), pp. 1-6, 2011, pdf - code

52. F. Lotte, C.T. Guan, “Spatially Regularized Common Spatial Patterns for EEG Classification”, International Conference on Pattern Recognition (ICPR'2010), pp. 3712-3715, 2010 - pdf

53. F. Lotte, C.T. Guan, "Learning from other Subjects Helps Reducing Brain-Computer Interface Calibration Time", International Conference on Audio, Speech and Signal Processing (ICASSP'2010), pp. 614-617, 2010 - pdf

54. F. Lotte, C.T. Guan, K.K. Ang, "Comparison of Designs Towards a Subject-Independent Brain-Computer Interface based on Motor Imagery", 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4543-4546, 2009 - pdf

55. F. Lotte, J. Fujisawa, H. Touyama, R. Ito, M. Hirose, A. Lécuyer, "Towards Ambulatory Brain-Computer Interfaces: A Pilot Study with P300 Signals", 5th Advances in Computer Entertainment Technology Conference (ACE), pp. 336-339, 2009 - pdf

56. J.B. Sauvan, A. Lécuyer, F. Lotte, G. Casiez, "A Performance Model of Selection Techniques for P300-Based Brain-Computer Interfaces", ACM SIGCHI Conference on Human Factors in Computing Systems (ACM CHI), pp. 2205-2208, 2009 - pdf

57. F. Lotte, H. Mouchère, A. Lécuyer, "Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces", International Conference on Pattern Recognition (ICPR), pp.1-5, 2008 - pdf

58. F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous", Colloque GRETSI, pp. 665-668, 2007 - pdf (in French)

59. F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA: A novel feature extraction algorithm for brain-computer interfaces using inverse models and fuzzy region of interest", in Proc. of the 3rd IEEE-EMBS international Conference on Neural Engineering, pp. 175-178, 2007 - pdf

Book chapters

1. F. Lotte, C. Jeunet-Kelway, "Brain-Computer Interaction and Neuroergonomics", Book "Mind, Body, and Digital Brains", F. Santoianni et al. (eds.), Springer-Nature, 2024 - accepted

2. F. Dehais, F. Lotte, "Interfaces cerveau-machine (Les)", Dictionnaire du numérique, ISTE, 2022 - pdf

3. F. Lotte, A. Appriou, C. Benaroch, P. Dreyer, A. Er, T. Monseigne, L. Pillette, S. Pramij, S. Rimbert, A. Roc, "Apprendre à contrôler une interface cerveau-ordinateur : le projet BrainConquest", Neurotechnologies et innovation responsable © Annales des Mines / Réalités Industrielles, 2021 - pdf

4. F. Lotte, C. Jeunet, “Apprendre à contrôler une interface cerveau-ordinateur”, Livre « Vers le cyber-monde : Humain et numérique en interaction”, Dir. M. Bouzeghoub, J. Daafouz, C. Jutten, CNRS Editions, 2020 - pdf

5. F. Lotte*, R. N. Roy*, (* denotes equal contribution) "Brain–Computer Interface Contributions to Neuroergonomics", book 'Neuroergonomics', Eds H. Ayaz, F. Dehais, Elsevier, pp.43-48 , 2019 - pdf

6. F. Lotte, C. Jeunet, J. Mladenovic, B. N’Kaoua, L. Pillette, « A BCI challenge for the signal processing community: considering the human in the loop », IET Book ‘Signal Processing and Machine Learning for Brain-Machine Interfaces’, Eds Tanaka & Arvaneh, 2018 - pdf

7. C Baillard, P Guillotel, A Lécuyer, F Lotte, N Mollet, JM Normand, G Seydoux, "Scientific and Technical Prospects", in: "Virtual Reality and Augmented Reality - Myths and Realities", B. Arnaldi, P. Guitton, and G. Moreau (editors), pp. 247-288, ISTE - Wiley, 2018

8. F. Lotte, CS Nam, A Nijholt, “Evolution of Brain-Computer Interfaces”, Book "Brain-Computer Interfaces Handbook: Technological and Theoretical Advance", Taylor & Francis, Eds C.S. Nam, A. Nijholt, 2018 – pdf

9. J Mladenović, J Mattout, and F Lotte, “A Generic Framework for Adaptive EEG-Based BCI Training and Operation”, Book "Brain-Computer Interfaces Handbook: Technological and Theoretical Advance", Taylor & Francis, Eds C.S. Nam, A. Nijholt, 2018 - pdf

10. C Jeunet, S Debener, F Lotte, J Mattout, R Scherer, and C Zich, “Mind the Traps: Design Guidelines for Rigorous BCI Experiments”, Book "Brain-Computer Interfaces Handbook: Technological and Theoretical Advance", Taylor & Francis, Eds C.S. Nam, A. Nijholt, 2018 - pdf

11. M. Clerc, L. Bougrain, F. Lotte, "Introduction to Brain-Computer Interfaces/ Introduction aux Interfaces Cerveau-Ordinateur", in "Brain-Computer Interfaces 1: foundations and methods / Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016

12. F. Lotte, M. Congedo, "EEG Signals Feature Extraction / Extraction de Caractéristiques du signal EEG", in "Brain-Computer Interfaces 1: foundations and methods / Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016 - pdf (french)

13. C. Jeunet, F. Lotte, B. N'Kaoua, "User training approaches for Brain-Computer Interfaces / Apprentissage Utilisateur dans les Interfaces Cerveau-Ordinateur", in "Brain-Computer Interfaces 1: foundations and methods / Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016 - pdf (French)

14. L. Perronnet, A. Lécuyer, F. Lotte, M. Clerc, C. Barillot, "Training your brain with Neurofeedback / Entraîner son cerveau avec le Neurofeedback", in "Brain-Computer Interfaces 1: foundations and methods / Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016

15. F. Lotte, A. Cellard, "Illustration of different neurophysiological signals with OpenViBE / Illustration de différents signaux physiologiques avec OpenViBE", in "Brain-Computer Interfaces 2: technology and applications / Les Interfaces Cerveau-Ordinateur 2 : technologie et applications", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016 - pdf (french)

16. A. Andreev, A. Barachant, F. Lotte, M. Congedo, "Entertainment applications with OpenViBE: Brain Invaders and User-the-Force / Applications ludiques en OpenViBE : Brain Invaders et Use-the-Force", in "Brain-Computer Interfaces 2: technology and applications / Les Interfaces Cerveau-Ordinateur 2 : technologie et applications", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016 - pdf (english)

17. M. Clerc, L. Bougrain, F. Lotte, "Conclusion and Perspectives of Brain-Computer Interfaces / Conclusion et perspectives sur les interfaces cerveau-ordinateur",  in "Brain-Computer Interfaces 2: technology and applications / Les Interfaces Cerveau-Ordinateur 2 : technologie et applications", Edited by M. Clerc, L. Bougrain, F. Lotte, ISTE-Wiley, 2016

18. F. Lotte, L. Bougrain, M. Clerc, "Electroencephalography (EEG)-based Brain-Computer Interfaces", Wiley Encyclopedia on Electrical and Electronics Engineering, 1–20, 2015 - pdf

19. E. Loup-Escande, F. Lotte, G. Loup, A. Lécuyer, , “User-Centred BCI Videogame Design”, in  “Handbook of Digital Games and Entertainment Technologies”, Springer, Edited by R. Nakatsu, M. Rauterberg, P Ciancarini, pp. 1-26, 2015 - pdf

20. F. Lotte, “A tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces”, Springer book, “Guide to Brain-Computer Music Interfacing”, E. Miranda & J. Castet (ed.), pp 133-161, 2014 - link - draft pdf

21. F. Lotte, J. Faller, C. Guger, Y. Renard, G. Pfurtscheller, A. Lécuyer, R. Leeb, "Combining BCI with Virtual Reality: Towards New Applications and Improved BCI", Towards Practical Brain-Computer Interfaces, Allison, B. Z.; Dunne, S.; Leeb, R.; Del R. Millán, J. & Nijholt, A. (ed.), Springer Berlin Heidelberg, pp. 197-220, 2013 - link - draft pdf

Peer Reviewed Workshop Publications with abstracts or extended abstract

1. D. Trocellier, B. N'Kaoua, F. Lotte,  "Visual cues can bias EEG Deep Learning models", 5th International Neuroergonomics Conference 2024- accepted

2. M. Welter, J. Casal Martinez, E. Redmond, J. Baum, T. Ward, F. Lotte, "EEG-based Art Interest Decoding", 5th International Neuroergonomics Conference 2024- accepted

3. V. Marissens Cueva, S. Rimbert, A. M. Cebolla Alvarez, M. Petieau, V. Vitkova, I. Hashemi, G. Cheron, C. Meistelman, P. Guerci, D. Schmartz, S. J. Bidgoli, L. Bougrain, F. Lotte, "One-Class Riemannian EEG Classifier to Detect Anesthesia", 5th International Neuroergonomics Conference 2024 - accepted

4. A. Roc, F. Lotte, "What can we learn from user interviews in BCI sessions?", 10th International BCI Meeting,  2023 - pdf

5. P. Dreyer, A. Roc, S. Rimbert, L. Pillette, F. Lotte, "DUPE MIBCI: Database with User’s Profile and EEG signals for Motor Imagery Brain Computer Interface research", 10th International BCI Meeting,  2023 - pdf

6. M. Alimardani, V. Gamboa von Groll, N. Leeuwis, S. Rimbert, A. Roc, L. Pillette, F. Lotte, "Does Gender Matter in Motor Imagery BCIs?", 10th International BCI Meeting, 2023 - pdf

7. D. Trocellier, B. N'Kaoua, F. Lotte, "Towards including covariates in EEG classification -a preliminary study on simulated data", 10th International BCI Meeting, 2023 - pdf

8. M. Welter, F. Lotte, "EEG Oscillatory Correlates Of Aesthetic Experience -A Review", 10th International BCI Meeting, 2023 - pdf

9. M.S. Yamamoto, S. Chevallier, F. Lotte, "Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs", 10th International BCI Meeting, 2023

10. F. Lotte, "Machine learning and software tools for cognitive, affective and conative states estimation from EEG", NeuroFrance 2023, Lyon, France

11. J. Mladenović, F. Lotte, J. Mattout, J. Frey, "Simple Probabilistic Data-driven Model for Adaptive BCI Feedback", Proc. NAT 2022 – 3rd Neuroadaptive Technology Conference, 2022 - pdf

12. C. Annicchiarico, F.Lotte, J. Mattout, "Modeling subject perception and behaviour during neurofeedback training", Proc. NAT 2022 – 3rd Neuroadaptive Technology Conference, 2022 - pdf

13. M. Welter, A. Bouneau, F. Lotte, T.E. Ward, "Towards curating personalized art exhibitions in Virtual Reality with multimodal Brain-Computer- Interfaces",  Visual Science of Art Conference (VSAC 2022), 2022 - pdf

14. F. Lotte, "Le Neurofeedback", Journée d'étude - projet Auto-Guérison - Actes HEGEL, 2022 - pdf

15. C. Annicchiarico, F.Lotte, J. Mattout, "Towards an actor-based model of the neurofeedback/BCI closed-loop", Proc. CORTICO 2022, 2022 - pdf

16. D. Trocellier, B. N’Kaoua, F. Lotte, “Towards including patient-specific factors in BCI-based post-stroke rehabilitation using artifical intelligence", Proc. CORTICO 2022, 2022 - pdf

17. A. Roc, L. Kolodzienski, A. Appriou, T. Monseigne, P. Dreyer, F. Lotte, "Exploring the evolution of users' subjective ratings in three Motor Imagery (MI)-based BCI sessions", Proc. CORTICO 2022, 2022 - pdf

18. M.S. Yamamoto, F. Lotte, F. Yger, S. Chevallier, "User-specific frequency band and time segment selection with high class distinctiveness for Riemannian BCIs", Proc. CORTICO 2022, 2022 - pdf

19. S. Rimbert, F. Lotte, "Relationship between ERD modulations, MI-based BCI performance and users' traits", Proc. CORTICO 2022, 2022 - pdf

20. A. Appriou, F. Lotte, “Tools for affective, cognitive and conative states estimation from both EEG and physiological signals”, Proceedings of the Third International Neuroergonomics Conference, 2021 – Young investigator award - pdf

21. J. Mladenović, J. Frey, J. Mattout, F. Lotte, "Biased feedback influences learning of Motor Imagery BCI", 8th International BCI Meeting, 2021 - best student talk award - pdf

22. C. Benaroch, C. Jeunet, F. Lotte, "MI-BCI Performances correlate with subject-specific frequency band characteristics", 8th International BCI Meeting, 2021 - pdf

23. K. Sadatnejad, F. Lotte, "Assessing a new form of BCI user learning", 8th International BCI meeting, 2021 - pdf

24. S. Pramij, A. Roc, F. Lotte, "Freedom! Making a case for more options for users during training in BCI", 8th International BCI meeting, 2021 - pdf

25. A. Roc, F. Lotte, "A framework for user training adaptation inBrain-Computer Interfaces based on Mental Tasks (MT-BCIs)",  8th International BCI meeting, 2021 - pdf

26. M.S. Yamamoto, K. Sadatnejad, R. M. Islam, F. Lotte, T. Tanaka. "Reliable outlier detection by spectral clustering on Riemannian manifold of EEG covariance matrix", 8th International  BCI meeting, 2021 - best student poster award - pdf

27. M. S. Yamamoto, C. Benaroch, A. Roc, T. Monseigne, F. Lotte, "Should frequency band selection algorithms include neurophysiological constraints?", JJC-ICON'2021, 2021 - pdf

28. L. Kolodzienski, A. Roc, A. Appriou, F. Lotte, "Towards understanding the impact of mental task execution on user's state, experience and performances", JJC-ICON’2021, 2021

29. C. Benaroch, C. Jeunet, F. Lotte, “Proposition of an optimization of the selection of a discriminative frequency algorithm for Motor-Imagery based BCI”, Virtual CORTICO days (JJC-ICON), 2020 - pdf

30. A. Roc, F. Lotte, “Reviewing open challenges in Mental Tasks (MT-) based BCI user training”, Virtual CORTICO days (JJC-ICON), 2020 - pdf

31. E. Tzdaka, C. Benaroch, C. Jeunet, F. Lotte, “Using neurophysiological predictors to predict MI-BCI users' performances”, Virtual CORTICO days (JJC-ICON), 2020 - pdf

32. C Jeunet, C Bernaroch, F Cabestaing, R Chavarriaga, E Colamarino, MC Corsi, D Coyle, F De Vico Fallani, S Enriquez-Geppert, P Figueiredo, M Grosse-Wentrup, S Kleih, S Kober, A Kubler, F Lotte, E Maby, D Mattia, J Mattout, G Muller-Putz, S Perdikis, L Pillette, A Riccio, S Rimbert, A Roc, RN Roy, R Scherer, P Seguin, H Si-Mohammed, T Tanaka, M Tangermann, L Tonin, A Vourvopoulos, A Vuckovic, G Wood, S Wriessnegger, “A user-centred approach to unlock the potential of non-invasive BCIs: an unprecedented international translational effort”, CHIST-ERA International Conference 2020 - pdf

33. A Roc, L Pillette, B N'Kaoua, F Lotte, "Do experimenters have an influence on MI-BCI user training?", CORTICO days, 2019 - pdf

34. T. Monseigne, F. Lotte, S. Bioulac, J.-A. Micoulaud-Franchi, P. Philip, "Design and Preliminary Study of a Neurofeedback Protocol to reduce Drowsiness", CORTICO days, 2019 - pdf

35. C Benaroch, C Jeunet, F Lotte, "Computational modelling to predict/explain MI-BCI users’ performances and their progression", CORTICO days, 2019 - pdf

36. L Pillette, B Glize, B N'Kaoua, PA Joseph, C Jeunet, F Lotte, "Impact of MI-BCI feedback for post-stroke and neurotypical people", CORTICO days, 2019 - pdf

37. C Jeunet, F Lotte, JA Micoulaud-Franchi, "Modélisation des processus cognitifs et neurophysiologiques sous-tendant l’apprentissage neurofeedback: le rôle de l’attention", Neurophysiologie Clinique, 2019

38. Monseigne T, Lotte F, Bioulac S, Taillard J, Philip P, Micoulaud-Franchi JA, "Mise en place d'une solution de Neurofeedback pour lutter contre la somnolence diurne excessive", Le congrès du Sommeil, 2018 - pdf

39. F. Dehais, A. Duprès, S. Scannella, F. Lotte, R. Roy, "Monitoring auditory attention with a 6 dry-electrode EEG system in real flight conditions", 2nd International Neuroergonomics conference, 2018 - pdf

40. L. Pillette, A. Appriou, A. Cichocki, B. N’Kaoua, F. Lotte, “Classification of attention types in EEG signals”, International BCI Meeting 2018 - pdf

41. A. Appriou, L. Pillette, A. Cichocki, F Lotte, “BCPy, an open-source python platform for offline EEG signals decoding and analysis”, International BCI Meeting 2018 - pdf

42. J. Mladenovic, J. Frey, E. Maby, M. Joffily, F. Lotte, J. Mattout, “Active Inference for Adaptive BCI: application to the P300 Speller”, International BCI Meeting 2018 - pdf

43. F. Lotte, A. Cichocki, “Can transfer learning across motor tasks improve motor imagery BCI?”, International BCI Meeting 2018 - pdf

44. A. Appriou, A. Cichocki, F. Lotte, “Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals”, ACM CHI – Late Breaking Work, 2018 – pdf

45. C. Benaroch, C. Jeunet, F. Lotte, "Using computational modelling to better understand and predict Mental-Imagery based BCI (MI-BCI) users’ performance", Journées Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), 2018 - pdf

46. A. Appriou, F. Lotte, "Analysis and classification of learning-related mental states in EEG signals", Journées Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), 2018 - pdf

47. L. Pillette, A. Cichocki, B. N’Kaoua, F. Lotte, "Toward distinguishing the different types of attention using EEG signals", Journées Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), 2018 - pdf

48. A. Roc, L. Pillette, F. Lotte, "Toward understanding the influence of the experimenter on BCI performance", Journées Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), 2018 - pdf

49. F. Lotte, A. Cichocki, "What are the best motor tasks to use and calibrate SensoriMotor Rhythm Neurofeedback and Brain-Computer Interfaces? A preliminary case study", Real-time functional Imaging and Neurofeedback conference (RTFIN'2017), 2017 - pdf

50. F. Lotte, A. Cichocki, "Improving EEG Neurofeedback with Advanced Machine Learning and Signal Processing tools from Brain-Computer Interfaces Research", Workshop, Real-time functional Imaging and Neurofeedback conference (RTFIN'2017), 2017 - pdf

51. J. Mladenovic, M. Joffily, J Frey, F Lotte, J Mattout, "Endowing The Machine With Active Inference: A generic Framework to Implement Adaptive BCI", International Conference on NeuroAdaptive Technologies (NAT'17), 2017 - pdf

52. J. Mladenovic, J. Mattout, F. Lotte,  "Exploring adaptive BCI methods to favour user learning and flow state", Journée Jeunes Chercheurs en Interfaces Cerveau Ordinateur et Neurofeedback (JJC-ICON), 2017 - pdf

53. J. Frey, R. Gervais, T. Lainé, M. Duluc, H. Germain, S. Fleck, F. Lotte, M. Hachet, "Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies", Interactivty (demonstration) at ACM CHI 2017, 2017 - pdf

54. J. Frey, C. Jeunet, J. Mladenovic, L. Pillette, F. Lotte, "When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces", Course at ACM CHI 2017, 2017 - pdf

55. J. Frey, M. Hachet, F. Lotte, "Recent advances in EEG-based neuroergonomics for Human-Computer Interaction", 1st International Neuroergonomics conference, Paris, France, 2016 - pdf

56. L. Perronnet, A. Lécuyer, M. Mano, E. Bannier, F. Lotte, M. Clerc, C. Barillot, "Hybrid EEG-fMRI neurofeedback of a motor-imagery task", Annual Meeting of the Organization for Human Brain Mapping, 2016 - pdf

57. C. Jeunet, F. Lotte, M. Hachet, S. Subramanian, B. N'Kaoua, "Spatial Abilities Play a Major Role in BCI Performance", International BCI meeting, 2016 - pdf

58. C. Jeunet, B. N'Kaoua, R. N'Kambou, F. Lotte, "Why and How to Use Intelligent Tutoring Systems to Adapt MI-BCI Training to Each User?", International BCI meeting, 2016 - pdf

59. J. Brumberg, F. Lotte, D. Krusienski, G. Schalk, "The spatiotemporal neural dynamics of speech at segmental and suprasegmental timescales", Conference on motor speech, 2016

60. C. Jeunet, A. Cellard, S. Subramanian, M. Hachet, B. N'Kaoua and F. Lotte, "How Well Can We Learn With Standard BCI Training Approaches? A Pilot Study", 6th International BCI conference, DOI:10.3217/978-3-85125-378-8-83, pp 332-335, 2014 - pdf

61. J. Frey, L. Pommereau, F. Lotte, M. Hachet, “Assessing the Zone of Comfort in Stereoscopic Displays using EEG”, ACM SIGCHI Conference on Human Factors in Computing Systems (ACM CHI) – Work-in-Progress, CHI '14 Extended Abstracts on Human Factors in Computing Systems, pp. 2041-2046, 2014 – pdf

62. C. Jeunet, C. Mühl, F. Lotte., "Conception et validation d'un protocole pour induire du stress et le mesurer dans des signaux physiologiques", 25ème conférence francophone sur l'Interaction Homme-Machine (IHM'13),  2013 (poster in French) - pdf

63. F. Lotte, F. Larrue, M. Hachet, "BCI Research at Inria Bordeaux: making BCI designs usable outside the lab", 5th International BCI meeting, DOI:10.3217/978-3-85125-260-6-11, article ID:011, 2013 - pdf

64. F. Lotte, "On the need for alternative feedback training approaches for BCI", BBCI workshop, 2012 - pdf

65. J. Laviole, F. Lotte, M. Hachet, "Digitally assisted stereo drawing", The 3rd Dimension of CHI (3DCHI) - Workshop at CHI 2012 (2012), 2012 - pdf

66. F. Lotte, "Generating Artificial EEG Signals To Reduce BCI Calibration Time", 5th International Brain-Computer Interface Workshop, Graz, pp. 176-179, 2011 - pdf

67. F. Lotte, A. Lécuyer, C.T. Guan, "Towards a Fully Interpretable EEG-based BCI", 4th International Brain-Computer Interface meeting, 2010

68. F. Lotte, C.T. Guan, "An Efficient P300-based Brain-Computer Interface with Minimal Calibration Time", Assistive Machine Learning for People with Disabilities symposium (NIPS'09 Symposium), 2009 - pdf - video & slides

69. F. Lotte, Y. Renard, A. Lécuyer, "Self-paced Brain-Computer Interaction with Virtual Worlds: a Quantitative and Qualitative Study 'Out of the Lab'", 4th International Brain-Computer Interface Workshop and Training Course, pp. 373-378, 2008 - pdf

70. Y. Renard, G. Gibert, M. Congedo, F. Lotte, E. Maby, B. Hennion, O. Bertrand, A. Lécuyer, "OpenViBE: An Open-Source Software Platform to Easily Design, Test and Use Brain-Computer Interfaces", BCI Meets Robotics: Challenging Issues in Brain-Computer Interaction and Shared Control, MAIA workshop, p. 49, 2007 - pdf

71. F. Lotte, "The Use of Fuzzy Inference Systems for Classification in EEG-based Brain-Computer Interfaces", Proceedings of the third International Workshop and Training course on Brain-Computer Interfaces, pp. 12-13, 2006 - pdf

Other publications & technical reports

1.  B. Caramiaux, F. Lotte, J. Geurts, G. Amato, M. Behrmann, F. Bimbot, F. Falchi, A. Garcia, J. Gibert, G. Gravier, H. Holken, H. Koenitz, S. Lefebvre, A. Liutkus, A. Perkis, R. Redondo, E. Turrin, T. Vieville, E. Vincent, "AI in the media and creative industries", NEM position paper, 2019 - pdf

2. L. Perronnet, A. Lecuyer, M. Mano, M. Clerc, F. Lotte, C. Barillot, "Learning 2-in-1: towards integrated EEG-fMRI-neurofeedback". bioRxiv, 397729, https://www.biorxiv.org/content/10.1101/397729v1.abstract, 2018  - pdf

3. C. Jeunet, B. N’Kaoua, M. Hachet, F. Lotte, “Predicting Mental-Imagery Based Brain-Computer Interface Performance from Psychometric Questionnaires”, WomEncourage, 2015 - pdf

4. L. George, F. Lotte, R. Viciana Abad, A. Lécuyer, "Interacting with a virtual object using mental activity related to concentration and relaxation", Actes des journées de l'Association Française de Réalité Virtuelle (AFRV), 2011

5. F. Lotte, A. Lécuyer, C.T. Guan, "Towards a Fully Interpretable EEG-based BCI System", HAL:inria-00504658, 2010, pdf

6. F. Lotte, A. Lécuyer, B. Arnaldi, "Les Interfaces Cerveau-Ordinateur : Utilisation en Robotique et Avancées Récentes", Journées Nationales de la Recherche en Robotique, invited paper, 2007 - pdf - video (in French)

7. F. Lotte, A. Lécuyer, Y. Renard, F. Lamarche, B. Arnaldi, "Classification de Données Cérébrales par Système d'Inférence Flou pour l'Utilisation d'Interfaces Cerveau-Ordinateur en Réalité Virtuelle", Actes des premières journées de l'Association Française de Réalité Virtuelle, 2006 - pdf - (in French)

Thesis

1. F. Lotte, "Towards Usable Electroencephalography-based Brain-Computer Interfaces", Habilitation Thesis (Habilitation à Diriger des Recherches), University of Bordeaux, 2016 - pdf

2. F. Lotte, "Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications", PhD Thesis from the National Institute of Applied Sciences (INSA) Rennes, 2009, AFRIF PhD Thesis award 2009, ASTI PhD Thesis award 2009 accessit (2nd prize) - pdf

3. F. Lotte, "Classification de données cérébrales pour l'utilisation d'interfaces cerveau-ordinateur en réalité virtuelle", Master Thesis from the National Institute of Applied Sciences (INSA) Rennes, 2005 (in French)

Other communications (talks, posters, demonstrations, ...)

1. F. Lotte, "Towards understanding and tackling variabilities in Brain-Computer Interactions", Univ. Essex BCI Lab online BCI lectures series, online, Inaugural invited talk, December 2023

2. F. Lotte, "On Variabilities Affecting Brain-Computer Interactions", 4th Latin-American Workshop on Computational Neursocience, Envigado, Colombia, closing keynote, November 2023

3. F. Lotte, "Can Neurotechnologies contribute to global Peace?", USERN Virtual congress 2023, online, invited talk, November 2023 

4. F. Lotte, “Brain-computer Interface-based Motor and Cognitive Rehabilitation”, NCU-RIKEN Workshop on Complex System for Health, Torun, Poland, invited plenary talk, Sept. 2023

5. F. Lotte, "Machine Learning, Human Factors and Software solutions for out-of-the-lab BCI use", MBT Conference 2.0: Methods in Mobile EEG, Belgrade, Serbia, Keynote, Sept. 2023

6. F. Lotte, "Comprendre et dompter les variabilités dans les  interactions cerveau-ordinateur", Neurotechnologies Master Class France, online, invited plenary talk, Sept. 2023.

7. F. Lotte, “Machine Learning methods to decode cognitive, affective and conative states from EEG signals”, IntEr-HRI Competition (Intrinsic Error Evaluation during Human -Robot Interaction), IJCAI 2023, Macao/online, keynote, August 2023 (talk video here)

8. F. Lotte, "Towards understanding and tackling variabilities in Brain-Computer Interactions", Tokyo University of Agriculture and Technology, invited lecture, Tokyo, Japan, August 2023

9. F. Lotte, "Passive Brain-Computer Interfaces for cognitive, perceptive, affective and conative states estimation", invited seminar, Macnica company, Tokyo, Japan, August 2023

10. F. Lotte, « Interagir avec des environnements réels ou virtuels par l'activité cérébrale: promesses, fantasmes et réalité », Colloque EPIQUE, Paris, France, keynote, July 2023

11. M. Rekrut, F. Lotte, M. Tabie, “Bringing Brain-Computer Interfaces (BCIs) out of the lab and into the home: Project NEARBY”, VivaTech 2023 Fair, Paris, France, June 2023

12. F. Lotte, « Les Interfaces Cerveau-Ordinateur », « Digital Natives », le colloque MMI Bordeaux, Bordeaux, May 2023

13. F. Lotte, « Brain-Computer Interface research at Inria Bordeaux », ONERA-Inria-CNRS-ENSC workshop on Human-Centered Systems, Talence, France, May 2023

14. F. Lotte, "Machine and User learning aspects in Sensorimotor Brain-Computer Interface design", Research Training Group Neuromodulation kick-off workshop, keynote, University of Oldenburg, invited plenary talk, Oldenburg, Germany, March 2023

15. F. Lotte, "Addressing within-subject BCI variability with Riemannian classifiers", ISAE-Supaéero, Toulouse, France, January 2023

16. F. Lotte, “BrainConquest: Boosting Brain-Computer Communication with High Quality User Training”, USERN Congress and Prize awarding festival, USERN prize laureate Keynote, Muscat, Oman, November 2022

17. F. Lotte, “Promises and controversies in translational applications of Brain-Computer Interfaces and Neurofeedback”, USERN Congress and Prize awarding festival, invited virtual lecture, November 2022

18. F. Lotte, « An Introduction to OpenViBE », IEEE MetroXRAINE, BITSCOPE special event, Rome, Italy, October 2022

19. F. Lotte, « Interfaces Cerveau-Ordinateur pour la santé », Workshop Digital Health, LaBRI, Talence, France, October 2022

20. F. Lotte, “Artificial Intelligence for  passive BCI design: the good, the bad and the maybe”, international conference on NeuroAdaptive Technologies (NAT’22), Lübenau, Germany, opening Keynote, October 2022

21. F. Lotte, “New and emerging advanced Machine Learning approaches for BCI”, NeuroErgonomics and NYC Neuromodulation 2022 (NEC’22), invited talk, New York, NY, USA, July 2022

22. F. Lotte, “An introduction to OpenViBE: Basic EEG signal acquisition, processing and visualization”, OpenViBE Tutorial, NeuroErgonomics and NYC Neuromodulation 2022 (NEC’22), New York, NY, USA, July 2022

23. F. Lotte, « Interfaces Cerveau-Ordinateur pour les technologies d'assistance et la rééducation motrice et cognitive », Etats Généraux de la santé numérique, Univ. Bordeaux, Bordeaux, France, July 2022

24. F. Lotte, “On Humans and Machines in Brain-Computer Interaction”, 28th International Conference on Information, Communication and Automation Technologies (ICAT’22), Sarajevo, Bosnia and Herzegovina, Keynote, June 2022

25. F. Lotte - "Le Neurofeedback", Journée d'étude sur l'autoguérison, Dijon/En ligne, May 2022 - video replay (in French)

26. F. Lotte, « Les interfaces Cerveau-Ordinateur », Lycée de Libourne, Chiche 1 scientifique 1 classe !, Avril 2022, Libourne, France

27. F. Lotte - "Understanding, Modelling and Optimizing BCI user training: the BrainConquest project" - BCI Society BCI Thursdays - Next Generations: Industry Academia Talks, online, December 2021 - video replay

28. F. Lotte - "Interfaces Cerveau-Ordinateur et NeuroFeedback : enjeux et perspectives pour la recherche biomédicale" - Institut de Recherche Biomédicale des Armées (IRBA), Brétigny, France, Novembre 2021

29. F. Lotte - "Brain-Computer Interaction: at the crossroad of Machine and Human Learning research", 6th USERN Congress and prize awarding Festival, online, invited talk, November 2021

30. F. Lotte, "Interfaces Cerveau-Machines", 47ème Congrès de la Société Francophone de Chronobiologie (SFC) , Bordeaux, October 2021

31. F. Lotte - "Towards Theories of Mental Task-based Brain-Computer Interfaces User Training", 3rd International Neuroergonomics conference, online, invited plenary talk, September 2021

32. S. Fairclough, F. Lotte, "3rd Neuroergonomics webinar: Neurotechnology and Systems Neuroergonomics", Neuroergonomics webinar, Online, March 2021 - talk video - webinar video replay

33. Y. Daviaux, F. Lotte, "Genèse d'un outil permettant la reconnaissance des états cognitifs", Dataquitaine 2021, Bordeaux/En ligne, February 2021 - video replay

34. F. Lotte, "Towards reliable Brain-Computer Interaction with high quality user training", 5th International USERN congress and prize awarding festival, Tehran Iran/Online, November 2020

35. F. Lotte & J.-A. Micoulaud-Franchi, "Peut-on réparer son cerveau en apprenant à contrôler son activité cérébrale ?",  ViV HEALTHTECH, online, November 2020 - video replay

36. M. Bikson, A.-M. Brouwer, D. Callan, S. Fairclough, K. Gramann, F. Krueger, F. Lotte, S. Perrey, “The many facets of Neuroergonomics”, Neuroergonomics webinar, Online, October 2020

37. F. Lotte & S. Fairclough, "The Mind-Machine podcast, episode 10", Online, Septembre 2020

38. F. Lotte, "Optimizing mental imagery-based BCIs: machine and human learning approaches", g.tec BCI & Neurotechnology Summer School 2020, online, June 2020

39. F. Lotte, L. Okorokova,  "Does BCI need a human? A human being as the most important part of BMI. Operator's training and experience", BCI_101 Online Global Series 2020, May 2020 - video

40. F. Lotte, “Adaptive Riemannian Classifiers for Long-term Brain-Computer Interface training of a Tetraplegic User”, Seminar at ISAE-Supaero, December 2019

41. F. Lotte, “From machine learning to user learning in Brain-Computer Interaction”, Tokyo University of Agriculture and Technology (TUAT), GIR Seminar, Tokyo, Japan, November 2019

42. F. Lotte, “Why and How to train to control a Brain-Computer Interfaces?”, BCI: Science and Practice international conference, presentation de vulgratisation scientifiquee, Samara, Russia, October 2019

43. F. Lotte, "Understanding, modeling and optimizing Mental Imagery-based Brain-Computer Interface  user training", BCI: Science and Practice conference, Samara, Russia, Keynote, October 2019 - video in English - video in Russian

44. F. Lotte, “One year of scientific visit on neurotechnologies at the RIKEN Brain Science Institute, Japan”, Japanese Society for the promotion of Science (JSPS) Business meeting, Bordeaux, September 2019

45. F. Lotte, M. Clerc, A. Appriou, A. Audino, C. Benaroch, P. Giacalone, C. Jeunet, J. Mladenovic, T. Monseigne, T. Papadopoulo, L. Pillette, A. Roc, K. Sadatnejad, F. Turi, “Inria Research & Development for the Cybathlon BCI series”, poster, Int. Graz BCI conf, 2019 - poster pdf

46. F. Lotte, “Machine learning and experimental tools towards EEG-based NeuroAdaptive Technologies”, international conference on NeuroAdaptive Technologies (NAT’19), Keynote, Liverpool, UK, July 2019

47. F. Lotte, “Brain-Computer Interfaces: Myths, open challenges and realistic expectations”, NICE Meeting, Ludwig Maximilian University of Munich, Germany, June 2019

48. F. Lotte, “Understanding and modeling user training in Mental-Imagery-based Brain-Computer Interfaces”, University of Freiburg, Germany, June 2019

49. F. Lotte, "Progrès et applications des interfaces cerveau-ordinateur", Séminaire IRGO, Bordeaux, France, April 2019

50. F.Lotte,  "ElectroEncephaloGraphicsignal processing & classification for Brain-Computer Interfaces", Time Series Day, Rennes, France, March 2019 - pdf slides

51. F. Lotte, "Towards modeling user training in Mental-Imagery-based Brain-Computer Interfaces", Tokyo University of Agriculture and Technology (TUAT), Tokyo, Japan, February 2019

52. F. Lotte, "Pourquoi et comment  apprendre à contrôler une interface cerveau-ordinateur ?", conférence 'les interfaces cerveau-machine : piloter un objet par l'activité cérébrale', cité des sciences et de l'industrie, Paris, France, February 2019 - video

53. F. Lotte, "Using OpenViBE in practice: a step-by-step tutorial", 3rd International OpenViBE Workshop, IEEE SMC conference, Miyazaki, Japan, October 2018

54. F. Lotte, C. Mazon, "Pensez-vous qu’il soit possible de lire dans les pensées ?", Débat pour le lancement des projets indisciplinés, Univ. Bordeaux, Talence, France, September 2018

55. F. Lotte, "Learning to control Mental Imagery-based Brain-Computer Interfaces", Journées Scientifiques Inria, Bordeaux, France, June 2018

56. F. Lotte, "L’interaction Cerveau-Ordinateur", Pause de l'institut des études avancées de l'université de Bordeaux, Cadillac, France, June 2018

57. F. Lotte, "Contrôler un ordinateur par l’activité cérébrale : Mythe ou Réalité ?", Conférence grand public de restitution des pauses de l'institut des études avancées de l'université de Bordeaux, Talence, June 2018 - video 

58. F. Lotte, "Multi-brain BCI for BCI User Training and Neuroergonomics", Workshop “Collaborative and Competing Multi-Brain BCI‘s”, International BCI Meeting 2018, Asilomar, CA, USA, May 2018

59. F. Lotte, "Why can “negative results” be useful in BMI research?", Workshop "Turning negative into positives! Exploiting “negative” results in Brain-Machine Interface research ", International BCI Meeting 2018, Asilomar, CA, USA, May 2018

60. F. Lotte, "Les Interfaces Cerveau-Ordinateur : Progrès et questions", Centre Culturel du Hâ, Bordeaux, France, May 2018

61. F. Lotte, "Models and tools to design non-invasive Brain-Computer Interfaces", Neurocampus annual meeting day, Bordeaux, May 2018

62. F. Lotte, "Which feedback, threshold and performance measures in Neurofeedback training?", 3rd National Neurofeedback day - training courses, Lyon, May 2018

63. F. Lotte, "One year of scientific visit on neurotechnologies at the RIKEN Brain Science Institute, Japan", Comité des programmes d'Inria Bordeaux, April 2018

64. F. Lotte, "Understanding and Redefining User Training to Mental Imagery-based Brain-Computer Interfaces Control", Laboratoire d’Étude des Mécanismes Cognitifs (EMC), Lyon, France, April 2018

65. F. Lotte, J. Lindgren, A. Lécuyer, "The OpenViBE Consortium", CORTICO annual meeting day, Toulouse, France, April 2018

66. F. Lotte, "Redefining user training in BCI/Neurofeedback by combining machine learning, neuroscience and psychology", 2018 RIKEN-BSI-Cichocki Laboratory Alumni Japan Workshop on Frontier of Multidisciplinary Research: Brain Signal Processing and Multiway Data Mining Wakoshi, Saitama, Japan, March, 2018

67. F. Lotte, “Learning for BCI & BCI for Learning”, BCI Symposium “Brain-computer communication: Towards real world applications”, Tel Aviv, Israel, March 2018 - video

68. F. Lotte, "BCI Research in team Potioc, Inria Bordeaux Sud-Ouest", Curiosity Workshop, Inria Bordeaux Sud-Ouest, Talence, France, February 2018

69. F. Lotte, "Redefining User Training in Mental Imagery-based Brain-Computer Interfaces”, ESPCI, Paris, February 2018

70. F. Lotte, “Combining machine learning and psychology to design usable Brain-Computer Interfaces”, RIKEN Advanced Intelligence Project, Tokyo, Japan, December 2017

71. F. Lotte, “Improving EEG Neurofeedback with Advanced Machine Learning and Signal Processing tools from Brain-Computer Interfaces Research”, Real-Time Functional and Imaging and Neurofeedback conference (RTFIN’2017), Nara, Japan, November 2017

72. F. Lotte, “Brain-Computer Interfaces technologies for the benefit of all: Neuroergonomics and Neuroeducation”, Tokyo University of Agriculture and Technology (TUAT), Tokyo, Japan, October 2017

73. F. Lotte, “Brain-Computer Interfaces: design, user training and new applications”, Japanese French Laboratory for Informatics (JFLI), Tokyo University, Tokyo, Japan, October 2017

74. F. Lotte, “Understanding and improving BCI user training to boost brain-computer communications”, International Graz Brain-Computer Interfaces Conference, opening Keynote, Graz, Austria, September 2017

75. J. Frey, C. Jeunet, J. Mladenovic, L. Pillette, F. Lotte, "When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces", Course at ACM CHI 2017, Denver, USA, May 2017

76. F. Lotte, "Comment apprendre à contrôler un ordinateur avec son activité cérébrale ? Le projet BrainConquest", Journée 10 ans ERC - 50 ans Inria, Paris, March 2017 - video

77. F. Lotte, “BCI Research in team Potioc, Inria Bordeaux Sud-Ouest”, Kick-off conference of the French BCI association CORTICO, Paris, January 2017

78. F. Lotte, “Human Learning and Alternative Applications Towards Usable EEG-based Brain-Computer Interfaces”, Max Planck Institute for Intelligent Systems, Tuebingen, Germany, December 2016

79. F. Lotte, “Les Interfaces Cerveau-Ordinateur », conference in Tulles High School, Tulles, France, December 2016

80. F. Lotte, "Towards Usable EEG-based Brain-Computer Interfaces", Tokyo University of Agriculture and Technology, Tokyo, Japan, November 2016

81. F. Lotte, “Les Interfaces Cerveau-Ordinateur”, CogTalk, Bordeaux, October 2016

82. F. Lotte, “Principles and promises of EEG-based Brain-Computer Interfacetechnologies”, 1st Iranian IBRO/APRC School of CognitiveNeuroscience, Tehran, Iran, September 2016

83. F. Lotte, “When Brain-Computer Interaction meets Educational Sciences”, LaBRI general assembly, Bordeaux, France, July 2016

84. F. Lotte, “Toward Usable Mental Imagery-based Brain-Computer Interfaces”, Brain and Spine Institute, Paris, France, July 2016

85. F. Lotte, « From Neurofeedback to Brain-Computer Interfaces », Neurofeedback workshop in Bordeaux, France, July 2016

86. F. Lotte, C. Jeunet, “Brain-Computer Interaction and Spatial Augmented Reality Research in Potioc team”, Concordia University, Montreal, Canada, June 2016

87. F. Lotte, "Recent research results in Brain-Computer Interaction and Augmented Reality", Digital Media Conference: Brain and Computers, Vancouver, June, 2016 - video

88. F. Lotte, “On BCI user training practices, challenges and opportunities”, Workshop “What’s wrong with us? Roadblocks and pitfalls in designing BCI applications”, BCI Meeting 2016, Asilomar, California, USA, June 2016

89. F. Lotte, « Educational Science Principles for Brain-Computer Interface Design”, Inserm Lyon, France, April 2016

90. F. Lotte, “Considering User Training and Alternative Applications to Design Usable EEG-based BCI Technologies”, EPFL, Center for Neuroprosthetics, Geneva, Switzerland, March 2016

91. F. Lotte, "Traitement des signaux cérébraux et classification des états mentaux", Journée scientifique de l'IFRATH "Interfaces Cerveau-Ordinateur", Paris, France, February 2016 - video (French)

92. F. Lotte, "Reciprocal learning between machines and humans for neurofeedback and BCI", Première Journée Nationale sur le Neurofeedback, Paris, France, January 2016 - video (French)

93. F. Lotte, J. Mattout, E. Maby, “Peut-on tout contrôler par la pensée”, DocForum Lyon, Lavoir-public, Lyon, France, November 2015

94. F. Lotte, “Towards practical EEG-based Brain-Computer Interface Technologies”, South China University of Technology, Guangzhou, China, October 2015

95. F. Lotte, “Towards practical BCI Technologies”, RIKEN BSI, Japan, July 2015

96. F. Lotte, “Robust EEG signals classification towards practical Brain-Computer Interface technologies”, Sugiyama Laboratory, the University of Tokyo, Tokyo, Japan, July 2015

97. F. Lotte, “Towards practical BCI Technologies”, Cinet, Osaka, Japan, July 2015

98. F. Lotte, C. Jeunet, J. Frey, « Brain-Computer Interaction research at Potioc team », “Handicap & Système Nerveux” laboratory, The University of Bordeaux, Bordeaux, France, June 2015

99. F. Lotte, "Human Learning-based Brain-Computer Interface Design", University of Freiburg, Brain Links/Brain Tools excellence cluster, Germany, January 2015

100. F. Lotte, "Towards Improved BCI based on Human Learning Principles", Bernstein Center for Computational Neurosciences, Berlin, Germany, December 2014

101. C. Mühl, R. Scherer, A. Lécuyer, L. Perronnet, M. Grosse-Wentrup, F. Lotte, "Which factors drive successful BCI skill learning?", poster at the 6th International BCI conference, Graz, Austria - September 2014 - pdf

102. C. Jeunet, F. Lotte, M. Hachet, B. N’Kaoua, “Impact of Cognitive And Personality Profiles On Motor-Imagery Based Brain-Computer Interface-Controlling Performance”, poster at the 17th World Congress of Psychophysiology (IOP2014), Hiroshima, Japan, September 2014

103. F. Lotte, "Towards a New generation of User Training Approaches for Brain-COmputer Interfaces", Oldenburg University, Germany, July 2014

104. F. Lotte, "When Passive BCI meet 3D User Interaction", First Passive BCI Community Meeting, Delmenshort, Germany, July 2014

105. F. Lotte, "Towards User Learning oriented BCI Design", TU Berlin, Berlin, June 2014

106. F. Lotte, "When Neurotechnologies meet Human-Computer Interaction", University of Bristol, UK, June 2014

107. F. Lotte, "Neurotechnologies pour l'Interaction Homme-Machine", UQAM, Montreal, May 2014

108. A. Konar, F. Lotte, A. Sinharay, "EEG Signal Processing and Classification for Brain Computer Interfacing (BCI) Applications", Tutorial at ICASSP 2014, Florence, Italy, May 2014

109. F. Lotte, "Oscillatory EEG-based BCI design: signal processing and more", Lecture at the BBCI Winter School on advances in NeuroTechnology, Berlin, Germany, February 2014 - slides & video

110. C. Jeunet, F. Lotte, M. Hachet, B. N’Kaoua, S. Subramanian, “Designing Training and Feedback Protocols to Assist Learning of Brain-Computer Interace (BCI)-related Skills”, poster at the BBCI Winterschool, Berlin, Germany, 2014

111. A. Cellard, F. Lotte, “Demonstration of the OpenViBE Brain-Computer Interface software”, Physiological Computing Systems (PhyCS 2014) conference, Lisbon, Portugal, January 2014

112. F. Lotte, « Neurotechnologies for Human-Computer Interaction », Comité des projets Inria Bordeaux Sud-Ouest, Talence, France, December 2013

113. F. Lotte, A. Cellard, “Démonstration d’interface cerveau-ordinateur”, La nuit des chercheurs, Talence, France, September 2013

114. F. Lotte, « BCI Research at Inria Bordeaux: towards making practical BCI, usable outside the lab”, EPFL, Lausanne, Switzerland, June 2013

115. F. Lotte, F. Larrue, C. Mühl , "Flaws in current BCI training approaches according to instructional design literature", Workshop ‘Teaching the BCI skill: Feedback and Human Training Approaches’, International BCI Meeting 2013, Asilomar, CA, USA, June 2013

116. F. Lotte, « Utiliser son cerveau pour contrôler une machine », Cité des sciences, Paris, May 2013 - slides & video

117. F. Nicaise, F. Lotte, “Le cerveau au commandes”, conference dans le cadre de l’exposition Cervorama, Cap-Sciences, Bordeaux, May 2013

118. F. Lotte,  “Designing and Using Brain-Computer Interfaces”, Rencontres AFIHM-AFIA, Paris, March 2013

119. F. Lotte, “Designing Practical BCI & BCI-based Virtual Reality applications”, Keynote, g.tec BCI Workshop, Bordeaux, France, March 2013

120. F. Lotte, "Interfaces Cerveau-Ordinateur et Homme Augmenté", conférence "Neurotechnologies: vers un homme augmenté?", Bordeaux, France, January 2013

121. F. Lotte, "EEG Features and Spatial Filters towards 'practical' BCI design", Lecture at the BBCI Summer School on NeuroTechnology, Berlin, Germany, September 2012 - slides & video

122. F. Lotte, “Playing with the brain: Using ‘Brain-Computer Interface’ to control video games with mental activity”, Goteborg Science Festival, Sweden, April 2012

123. F. Lotte, “Popular Interaction with 3D content”, Chalmers University, Goteborg, Sweden, April 2012

124. F. Lotte, “An Introduction to EEG-based Brain-Computer Interfaces”, Séminaire du LaBRI, Bordeaux, France, February 2012

125. F. Lotte, "Feature Extraction for EEG-based Brain-Computer Interfaces", Neurocomp 2011 Automn school on BCI, Nancy, France, November 2011 - slides

126. F. Lotte, "Robust classification of EEG signals & Virtual Reality applications of BCI", Mini-Symposium "Brain-Computer Interfaces", Twente University, Enschede, The Netherlands, 2011

127. F. Lotte, "Les Interfaces cerveau-ordinateur", Dejeuner sur Web, Toulouse, France, Juin 2011 (in French)

128. F. Lotte, "Brain-Computer Interfaces: signal processing and virtual reality applications", Seminar INRIA Nancy Grand-est, Villers-les-Nancy, France 2011

129. F. Lotte, "Utiliser son activité cérébrale pour contrôler un ordinateur : le point sur les interfaces cerveau-ordinateur", Conférence "Les Machines peuvent-elles imiter le cerveau humain ?", Cité des Sciences, Paris, France, 2011 - video (in French)

130. K.K. Ang, F. Lotte, C.T. Guan, "Brain-Computer Interface Technology and Applications", Tutorial Session, APSIPA ASC 2010, Singapore, 2010

131. F. Lotte, "Inverse solutions for EEG-based BCI", Temasek Lab, National University of Singapore, Singapore, 2010

132. F. Lotte, "What to adapt in a BCI system?", Workshop 'Optimizing the Adaptive Interactions between BCI Systems and Their Users', 4th International BCI Meeting, Asilomar, USA, 2010

133. A. Lécuyer, F. Lotte, "BCI for interaction with Virtual Worlds", 4th International BCI Meeting, Asilomar, USA, 2010

134. F. Lotte, "Towards more practical .Brain-Computer Interfaces for Future Use Outside Laboratories", BCI meeting in Paris, Paris, France, 2010

135. F. Lotte, "Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications", RFIA (Reconnaissance de Formes et Intelligence Artificielle) conference, Caen, France, 2010 - Invited Presentation

136. I2R BCI team, "Brain-controlled robot demonstration", I2R TechFest, Singapore, 2009 - first-runner up for most popular demonstration award

137. Y. Renard, F. Lotte, G. Gibert, M. Congedo, E. Maby, V. Delannoy, O. Bertrand, A. Lécuyer, “OpenViBE : an open-source software for Brain-Computer Interfaces”, BBCI workshop, Berlin, Germany, 2009

138. F. Lotte, "Etude des techniques de traitement et de classification des signaux electroencephalographiques pour l'utilisation d'interfaces cerveau-ordinateur dans des applications de realite virtuelle", universite de Bordeaux II, France, 2009 (in French)

139. F. Lotte, “Brain-Computer Interface research at INRIA Rennes”, NTT Communication Science Laboratories, Japan, 2008

140. F. Lotte, A. Lécuyer, « Brain-Computer Interfaces and Virtual Reality : the Open-ViBE project », French-Japanese Workshop, “Improving the VR experience”, Tokyo, Japan, 2008

141. F. Lotte, V. Delannoy, "Use-the-force! - démonstration d’interface cerveau-ordinateur", Journées de l’innovation BNP Paribas, Paris, France, 2008 (in French)

142. Y. Renard, F. Lotte, A. Lécuyer, “ ‘Use-the-force !’ : Brain-Computer Interface demonstration”, Laval Virtual 2008, Laval, France, 2008

143. F. Lotte, M. Congedo, « les interfaces cerveau-ordinateur », radio « l’atelier numérique » sur BFM radio, France, 2008 (in French) - link

144. F. Lotte, “Les interfaces cerveau-ordinateur : présentation et besoins en capteurs », journée MEITO « tout mesurer, tout contrôler : de nouvelles opportunités pour les capteurs », Bruz, France, 2008 (in French)

145. F. Lotte, A. Lécuyer, B. Arnaldi, "Combining Inverse Models with Fuzzy Inference Systems to Design Efficient and Interpretable EEG-based Brain-Computer Interfaces", Automn school: From neural code to brain/machine interfaces, France, 2007

146. Y. Renard, G. Gibert, M. Congedo, F. Lotte, E. Maby,  B. Hennion, O. Bertrand, A. Lécuyer, "OpenViBE : an open-source software platform to easily design, test and use Brain-Computer Interfaces", Automn school: From neural code to brain/machine interfaces, France, 2007

147. F. Lotte, A. Lécuyer, B. Arnaldi, "Interfaces Cerveau-Ordinateur : État de l’art et applications", Thematic evening of the Images & Networks Pole, Laval, France, 2007 (in French)

148. F. Lotte, "Interagir avec un ordinateur par la pensée : les interfaces cerveau-ordinateur", Scientific popularization conference, Rennes, Les Champs Libres, France, 2007 -  (in French) - Professionnal Jury Award (French link for the press release)

149. F.Lotte,  A. Lécuyer, F. Lamarche, B. Arnaldi, "Quatres Bonnes Raisons d'Utiliser les Systèmes d'Inférence Flous pour la Classification d'EEG dans les Interfaces Cerveau-Ordinateurs", 2ème journées nationales sur les interfaces cerveau-ordinateur, GdR STIC-Santé, Paris, France, 2006 (in French)

150. F. Lotte, "Fuzzy Inference Systems for Brain-Computer Interfaces: a preliminary study", COST Action B27 Meetings, Swansea, Wales, 2006

151. F. Lotte, M. Congedo, A. Lécuyer, C. Arrouët, F. Lamarche, J.-E. Marvie, B. Arnaldi, "The Use of EEG-Based Inverse Models for both BCI Design and 3D Visualization of Brain Activity in VR", International Conference Cybertherapy 11, Gatineau, Canada, 2006 - Invited Presentation

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