Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
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Major publications by the team in recent years
J. 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 ]
J. 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.
D. 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 ]
M. 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 ]
J. Jankowski, M. Hachet.
A Survey of Interaction Techniques for Interactive 3D Environments, in: Eurographics 2013 - STAR, Girona, Spain, May 2013.
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, in: Progress in brain research, February 2016.
F. 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 ]
L. 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 ]
J. 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 ]
J. 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

J.-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 ]
P.-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 ]
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, in: Sensors, 2019, vol. 19, no 6, 1324 p. [ DOI : 10.3390/s19061324 ]
J. 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 ]
S. 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 ]
F. 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.
J.-A. Micoulaud-Franchi, C. Jeunet, F. Lotte.
Editorial - Neurofeedback: a challenge for integrative clinical neurophysiological studies, in: Neurophysiologie Clinique/Clinical Neurophysiology, January 2020.
J. 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 ]
L. 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 ]
M. 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

C. 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.
R. 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 ]
Best Paper
P. Giraudeau, A. Olry, J. Sol Roo, S. Fleck, D. Bertolo, R. Vivian, M. Hachet.
CARDS: A Mixed-Reality System for Collaborative Learning at School, in: ACM ISS'19 - ACM International Conference on Interactive Surfaces and Spaces, Deajon, South Korea, November 2019. [ DOI : 10.1145/3343055.3359721 ]
P. 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.
Best Paper
A. Khan, J. Sol Roo, T. Kraus, J. Steimle.
Soft Inkjet Circuits: Rapid Multi Material Fabrication of Soft Circuits Using a Commodity Inkjet Printer, in: UIST'19 - 32nd ACM Symposium on User interface software and technology, New Orleans, United States, October 2019.
S. 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.
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, in: Graz BCI Conference - 8th Graz Brain-Computer Interface Conference 2019, Graz, Austria, September 2019.
A. 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,
L. 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

M. Hamon, E. Chabani, P. Giraudeau.
Towards a Passive BCI to Induce Lucid Dream, in: Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback 2019 (JJC-ICON '19), Villeneuve d’Ascq, France, March 2019,
L. Thévin, A. Brock.
How to move from Inclusive Systems to Collaborative Systems: the Case of Virtual Reality for teaching O&M, in: CHI 2019 Workshop on Hacking Blind Navigation, Glasgow, United Kingdom, May 2019.

Scientific Books (or Scientific Book chapters)

P.-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.
V. Katsouros, M. Hachet.
Educational technology - Special Issue of ERCIM News, ERCIM, January 2020, no 120.
F. 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

F. 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.
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. Viéville, E. Vincent.
AI in the media and creative industries, New European Media (NEM), April 2019, pp. 1-35,

Scientific Popularization

P. Guitton.
Petit binaire : les dessous du JPEG, May 2019,
P. Guitton.
Quelle éthique du numérique pour la santé ?, November 2019,
P. Guitton, T. Viéville.
Le numérique pour apprendre le numérique ?, January 2020.

Other Publications

C. 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.
F. 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.
T. 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.
L. 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.
A. 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.