Research Program
Application Domains
Bilateral Contracts and Grants with Industry
Research Program
Application Domains
Bilateral Contracts and Grants with Industry


Major publications by the team in recent years
  • 1J. Frey, M. Daniel, J. Castet, M. Hachet, F. Lotte.

    Framework for Electroencephalography-based Evaluation of User Experience, in: CHI '16 - SIGCHI Conference on Human Factors in Computing System, San Jose, United States, ACM (editor), May 2016. [ DOI : 10.1145/2858036.2858525 ]

  • 2J. Frey, R. Gervais, S. Fleck, F. Lotte, M. Hachet.

    Teegi: Tangible EEG Interface, in: UIST-ACM User Interface Software and Technology Symposium, Honolulu, United States, ACM, October 2014.

  • 3D. Furio, S. Fleck, B. Bousquet, J.-P. Guillet, L. Canioni, M. Hachet.

    HOBIT: Hybrid Optical Bench for Innovative Teaching, in: CHI'17 - Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, United States, May 2017. [ DOI : 10.1145/3025453.3025789 ]

  • 4M. Hachet, J.-B. De La Rivière, J. Laviole, A. Cohé, S. Cursan.

    Touch-Based Interfaces for Interacting with 3D Content in Public Exhibitions, in: IEEE Computer Graphics and Applications, March 2013, vol. 33, no 2, pp. 80-85. [ DOI : 10.1109/MCG.2013.34 ]

  • 5J. Jankowski, M. Hachet.

    A Survey of Interaction Techniques for Interactive 3D Environments, in: Eurographics 2013 - STAR, Girona, Spain, May 2013.

  • 6C. Jeunet, B. N'Kaoua, F. Lotte.

    Advances in User-Training for Mental-Imagery Based BCI Control: Psychological and Cognitive Factors and their Neural Correlates, in: Progress in brain research, February 2016.

  • 7F. Lotte, F. Larrue, C. Mühl.

    Flaws in current human training protocols for spontaneous Brain-Computer Interfaces: lessons learned from instructional design, in: Frontiers in Human Neurosciences, September 2013, vol. 7, no 568. [ DOI : 10.3389/fnhum.2013.00568 ]

  • 8L. Pillette, C. Jeunet, B. Mansencal, R. N'Kambou, B. N'Kaoua, F. Lotte.

    A physical learning companion for Mental-Imagery BCI User Training, in: International Journal of Human-Computer Studies, April 2020, vol. 136, 102380. [ DOI : 10.1016/j.ijhcs.2019.102380 ]

  • 9J. Sol Roo, R. Gervais, J. Frey, M. Hachet.

    Inner Garden: Connecting Inner States to a Mixed Reality Sandbox for Mindfulness, in: CHI '17 - International Conference of Human-Computer Interaction, Denver, United States, CHI '17, ACM, May 2017. [ DOI : 10.1145/3025453.3025743 ]

  • 10J. Sol Roo, M. Hachet.

    One Reality: Augmenting How the Physical World is Experienced by combining Multiple Mixed Reality Modalities, in: UIST 2017 - 30th ACM Symposium on User Interface Software and Technology, Quebec City, Canada, ACM, October 2017. [ DOI : 10.1145/3126594.3126638 ]

Publications of the year

Articles in International Peer-Reviewed Journals

  • 11J.-M. Batail, S. Bioulac, F. Cabestaing, C. Daudet, D. Drapier, M. Fouillen, T. Fovet, A. Hakoun, R. Jardri, C. Jeunet, F. Lotte, E. Maby, J. Mattout, T. Medani, J.-A. Micoulaud-Franchi, J. Mladenović, L. Perronet, L. Pillette, T. Ros, F. Vialatte.

    EEG neurofeedback research A fertile ground for psychiatry?, in: L'Encéphale, June 2019, vol. 45, no 3, pp. 245-255. [ DOI : 10.1016/j.encep.2019.02.001 ]

  • 12P.-A. Cinquin, P. Guitton, H. Sauzéon.

    Online e-learning and cognitive disabilities: A systematic review, in: Computers and Education, March 2019, vol. 130, pp. 152-167. [ DOI : 10.1016/j.compedu.2018.12.004 ]

  • 13F. 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, in: Sensors, 2019, vol. 19, no 6, 1324 p. [ DOI : 10.3390/s19061324 ]

  • 14J. Huggins, C. Guger, E. Aarnoutse, B. Allison, C. Anderson, S. Bedrick, W. Besio, R. Chavarriaga, J. Collinger, A. Do, C. Herff, M. Hohmann, M. Kinsella, K. Lee, F. Lotte, G. Müller-Putz, A. Nijholt, E. Pels, B. Peters, F. Putze, 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, in: Brain-Computer Interfaces, December 2019, vol. 6, no 3, pp. 71-101. [ DOI : 10.1080/2326263X.2019.1697163 ]

  • 15S. Lees, P. Mccullagh, L. Maguire, F. Lotte, D. Coyle.

    Speed of rapid serial visual presentation of pictures, numbers and words affects event-related potential-based detection accuracy, in: IEEE Transactions on Neural Systems and Rehabilitation Engineering, November 2019. [ DOI : 10.1109/TNSRE.2019.2953975 ]

  • 16F. Lotte, C. Jeunet, R. Chavarriaga, L. Bougrain, D. Thompson, R. Scherer, M. R. Mowla, A. Kübler, M. Grosse-Wentrup, K. Dijkstra, N. Dayan.

    Turning negative into positives! Exploiting "negative" results in Brain-Machine Interface (BMI) research, in: Brain-Computer Interfaces, 2019, forthcoming.

  • 17J.-A. Micoulaud-Franchi, C. Jeunet, F. Lotte.

    Editorial - Neurofeedback: a challenge for integrative clinical neurophysiological studies, in: Neurophysiologie Clinique/Clinical Neurophysiology, January 2020.

  • 18J. Mladenović, J. Frey, M. Joffily, E. Maby, F. Lotte, J. Mattout.

    Active inference as a unifying, generic and adaptive framework for a P300-based BCI, in: Journal of Neural Engineering, 2019, forthcoming. [ DOI : 10.1088/1741-2552/ab5d5c ]

  • 19L. Pillette, C. Jeunet, B. Mansencal, R. N’Kambou, B. N'Kaoua, F. Lotte.

    A physical learning companion for Mental-Imagery BCI User Training, in: International Journal of Human-Computer Studies, April 2020, vol. 136, 102380. [ DOI : 10.1016/j.ijhcs.2019.102380 ]

  • 20M. Simonnet, A. Brock, A. Serpa, B. Oriola, C. Jouffrais.

    Comparing Interaction Techniques to Help Blind People Explore Maps on Small Tactile Devices, in: Multimodal Technologies and Interaction, April 2019, vol. 3, no 2, 27 p. [ DOI : 10.3390/mti3020027 ]


International Conferences with Proceedings

  • 21C. Benaroch, C. Jeunet, F. Lotte.

    Are users' traits informative enough to predict/explain their mental-imagery based BCI performances ?, in: 8th Graz BCI Conference 2019, Graz, Austria, September 2019.

  • 22R. Darbar, J. S. Roo, T. Lainé, M. Hachet.

    DroneSAR: Extending Physical Spaces in Spatial Augmented Reality using Projection on a Drone, in: MUM'19 - 18th International Conference on Mobile and Ubiquitous Multimedia, Pisa, Italy, November 2019. [ DOI : 10.1145/3365610.3365631 ]

  • 24P. Guitton, H. Sauzéon, P.-A. Cinquin.

    Accessibility of Immersive Serious Games for Persons with Cognitive Disabilities, in: ISMAR 2019 Workshop Mixed Reality and Accessibility, Pékin, China, October 2019.

  • 26S. Kumar, F. Yger, F. Lotte.

    Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces, in: BCI 2019 - IEEE International Winter Conference on Brain-Computer Interfaces, Jeonseong, South Korea, February 2019.

  • 27T. 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, in: Graz BCI Conference - 8th Graz Brain-Computer Interface Conference 2019, Graz, Austria, September 2019.

  • 28A. Roc, L. Pillette, B. N'Kaoua, F. Lotte.

    Would Motor-Imagery based BCI user training benefit from more women experimenters?, in: GBCIC2019 - 8th Graz Brain-Computer Interface Conference 2019, Graz, Austria, September 2019, https://arxiv.org/abs/1905.05587.

  • 29L. Thévin, C. Jouffrais, N. Rodier, N. Palard, M. Hachet, A. Brock.

    Creating Accessible Interactive Audio-Tactile Drawings Using Spatial Augmented Reality, in: ISS 2019 - ACM International Conference on Interactive Surfaces and Spaces, Daejeon, South Korea, November 2019. [ DOI : 10.1145/3343055.3359711 ]


Conferences without Proceedings

Scientific Books (or Scientific Book chapters)

  • 32P.-A. Cinquin, P. Guitton, H. Sauzéon.

    Accessibilité numérique des systèmes d'enseignement en ligne pour des personnes en situation de handicap d'origine cognitif, in: Handicaps et recherches - Regards pluridiciplinaires, E. Dugas (editor), Editions CNRS, 2019.

  • 33V. Katsouros, M. Hachet.

    Educational technology - Special Issue of ERCIM News, ERCIM, January 2020, no 120.

  • 34F. Lotte, R. N. Roy.

    Brain–Computer Interface Contributions to Neuroergonomics, in: Neuroergonomics: The Brain at Work and in Everyday Life, Elsevier, 2019, pp. 43-48.


Internal Reports

  • 35F. Berthoud, P. Guitton, L. Lefèvre, S. Quinton, A. Rousseau, J. Sainte-Marie, C. Serrano, J.-B. Stefani, P. Sturm, E. Tannier.

    Sciences, Environnements et Sociétés : Rapport long du groupe de travail MakeSEnS d’Inria, Inria, October 2019.

  • 36B. 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. Viéville, E. Vincent.

    AI in the media and creative industries, New European Media (NEM), April 2019, pp. 1-35, https://arxiv.org/abs/1905.04175.


Scientific Popularization

  • 37P. Guitton.

    Petit binaire : les dessous du JPEG, May 2019, https://www.lemonde.fr/blog/binaire/2019/05/29/petit-binaire-les-dessous-du-jpeg/.

  • 38P. Guitton.

    Quelle éthique du numérique pour la santé ?, November 2019, https://www.lemonde.fr/blog/binaire/2019/11/13/quelle-ethique-du-numerique-pour-la-sante/.

  • 39P. Guitton, T. Viéville.

    Le numérique pour apprendre le numérique ?, January 2020.


Other Publications

  • 40C. Benaroch, C. Jeunet, F. Lotte.

    Computational modelling to predict/explain MI-BCI users' performances and their progression, March 2019, Journées Cortico - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Poster.

  • 41F. Lotte, M. Clerc, A. Appriou, A. Audino, C. Benaroch, P. Giacalone, C. Jeunet, J. Mladenović, T. Monseigne, T. Papadopoulo, L. Pillette, A. Roc, K. Sadatnejad, F. Turi.

    Inria Research & Development for the Cybathlon BCI series, September 2019, 8th Graz Brain-Computer Interface Conference 2019, Poster.

  • 42T. Monseigne, F. Lotte, S. Bioulac, J.-A. Micoulaud-Franchi, P. Philip.

    Design and Preliminary Study of a Neurofeedback Protocol to reduce Drowsiness, March 2019, vol. 19, pp. 35 - 53, Journées CORTICO 2019, Poster.

  • 43L. Pillette, B. Glize, B. N'Kaoua, P.-A. Joseph, C. Jeunet, F. Lotte.

    Impact of MI-BCI feedback for post-stroke and neurotypical people, March 2019, Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Poster.

  • 44A. Roc, L. Pillette, B. N'Kaoua, F. Lotte.

    Do experimenters have an influence on MI-BCI user training?, March 2019, Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Poster.