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  • The Inria's Research Teams produce an annual Activity Report presenting their activities and their results of the year. These reports include the team members, the scientific program, the software developed by the team and the new results of the year. The report also describes the grants, contracts and the activities of dissemination and teaching. Finally, the report gives the list of publications of the year.

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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, 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.
  • 7C. Jeunet, B. N'Kaoua, S. Subramanian, M. Hachet, F. Lotte.

    Predicting Mental Imagery-Based BCI Performance from Personality, Cognitive Profile and Neurophysiological Patterns, in: PLoS ONE, July 2015, 20 p.
  • 8F. 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 ]
  • 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

  • 11P.-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.
  • 12C. 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, in: Neuroscience, May 2018, vol. 378, pp. 225-233. [ DOI : 10.1016/j.neuroscience.2018.03.013 ]
  • 13L. Krol, J. Pawlitzki, F. Lotte, K. Gramann, T. Zander.

    SEREEGA: Simulating event-related EEG activity, in: Journal of Neuroscience Methods, November 2018, vol. 309, pp. 13-24.
  • 14F. Lotte, L. Bougrain, A. Cichocki, M. Clerc, M. Congedo, A. Rakotomamonjy, F. Yger.

    A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update, in: Journal of Neural Engineering, April 2018, 55 p. [ DOI : 10.1088/1741-2552/aab2f2 ]
  • 15F. Lotte, C. Jeunet.

    Defining and Quantifying Users' Mental Imagery-based BCI skills: a first step, in: Journal of Neural Engineering, June 2018, vol. 15, no 4, pp. 1-37. [ DOI : 10.1088/1741-2552/aac577 ]
  • 16A. Meinel, S. Castaño-Candamil, B. Blankertz, F. Lotte, M. Tangermann.

    Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems, in: Neuroinformatics, 2018.
  • 17F. Putze, C. Mühl, F. Lotte, S. Fairclough, C. Herff.

    Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures, in: Frontiers in Human Neuroscience, October 2018, vol. 12. [ DOI : 10.3389/fnhum.2018.00440 ]

International Conferences with Proceedings

  • 18J. Albouys-Perrois, J. Laviole, C. Briant, A. Brock.

    Towards a multisensory augmented reality map for blind and low vision people: A participatory design approach, in: CHI 2018 - Conference on Human Factors in Computing Systems, Montréal, Canada, ACM, April 2018.
  • 19A. Appriou, A. Cichocki, F. Lotte.

    Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals, in: ACM CHI Conference on Human Factors in Computing Systems - Extended Abstracts (Late Breaking Work), Montreal, Canada, April 2018. [ DOI : 10.1145/3170427.3188617 ]
  • 20A. Brock, J. Chatain, M. Park, T. Fang, M. Hachet, J. A. Landay, J. R. Cauchard.

    FlyMap: Interacting with Maps Projected from a Drone, in: PerDis'18 - The 7th ACM International Symposium on Pervasive Displays, Munich, Germany, Proceedings of the 7th ACM International Symposium on Pervasive Displays, ACM, June 2018. [ DOI : 10.1145/3205873.3205877 ]
  • 21P.-A. Cinquin, P. Giraudeau, T. Lainé, L. Cousin.

    Erlen : Une interface tangible pour la réduction de la consommation énergétique sur le poste de travail, in: 30eme conférence francophone sur l'interaction homme-machine, Brest, France, Demos, AFIHM, October 2018, 2 p.
  • 22P.-A. Cinquin, P. Guitton, H. Sauzéon.

    Towards Truly Accessible MOOCs for Persons with Cognitive Disabilities: Design and Field Assessment, in: ICCHP 2018 - 16th International Conference on Computers Helping People with Special Needs, Linz, Austria, July 2018.
  • 23F. Dehais, A. Duprès, S. Scannella, F. Lotte, R. N. Roy.

    Monitoring auditory attention with a 6 dry-electrode EEG system in real flight conditions, in: 2nd International Neuroergonomics conference, Philadelphia, United States, July 2018.
  • 24S. Fleck, C. Baraudon, J. Frey, T. Lainé, M. Hachet.

    “Teegi’s so Cute!”: Assessing the Pedagogical Potential of an Interactive Tangible Interface for Schoolchildren, in: IDC 2018 - 17th Interaction Design and Children Conference, Trondheim, Norway, June 2018. [ DOI : 10.1145/3202185.3202731 ]
  • 25J. Kelway, A. Brock, P. Guitton, A. Millet, Y. Nakata.

    Improving the Academic Inclusion of a Student with Special Needs at University Bordeaux, in: 20th ACM SIGACCESS Conference on Computers and Accessibility (ASSETS'18), Galway, Ireland, October 2018.
  • 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.
  • 27J. Mladenović, J. Frey, J. R. Cauchard.

    Dišimo: Anchoring Our Breath, in: CHI '18 Interactivity - SIGCHI Conference on Human Factors in Computing System, Montreal, Canada, April 2018, [ DOI : 10.1145/3170427.3186517 ]
  • 28J. Mladenović.

    Considering Gut Biofeedback for Emotion Regulation, in: UERMMI - UbiComp/ISWC’18 Adjunct, Sinapore, Singapore, October 2018, [ DOI : 10.1145/3267305.3267686 ]
  • 29L. Pillette, C. Jeunet, R. N'Kambou, B. N'Kaoua, F. Lotte.

    Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces, in: WACAI 2018 - Workshop sur les “Affects, Compagnons Artificiels et Interactions”, Ile de Porquerolles, France, June 2018, pp. 1-8.
  • 30A. Roc, L. Pillette, F. Lotte.

    Toward understanding the influence of the experimenter on BCI performance, in: Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Toulouse, France, April 2018.
  • 31J. Sol Roo, J. Basset, P.-A. Cinquin, M. Hachet.

    Understanding Users’ Capability to Transfer Information between Mixed and Virtual Reality: Position Estimation across Modalities and Perspectives, in: CHI '18 - Conference on Human Factors in Computing System, Montreal, Canada, ACM Press, April 2018. [ DOI : 10.1145/3173574.3173937 ]
  • 32L. Thévin, A. Brock.

    Augmented Reality for People with Visual Impairments: Designing and Creating Audio-Tactile Content from Existing Objects, in: ICCHP'18 16th International Conference on Computers Helping People with Special Needs, Linz, Austria, Computers Helping People with Special Needs, 16th International Conference, ICCHP 2018, Linz, Austria, July 11-13, 2018, Proceedings, Part II, Springer, July 2018, vol. Lecture Notes in Computer Science, no 10897, ISBN: 978-3-319-94273-5.
  • 33L. Zhu, F. Lotte, G. Cui, J. Li, C. Zhou, A. Cichocki.

    Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study, in: Cyberworlds 2018, Singapore, Singapore, October 2018.

Scientific Books (or Scientific Book chapters)

  • 34C. Baillard, P. Guillotel, A. Lécuyer, F. Lotte, N. Mollet, J.-M. Normand, G. Seydoux.

    Scientific and Technical Prospects, in: Virtual Reality and Augmented Reality: Myths and Realities, John Wiley & Sons, Inc., March 2018, pp. 247-288. [ DOI : 10.1002/9781119341031.ch5 ]
  • 35G. Casiez, X. Granier, M. Hachet, V. Lepetit, G. Moreau, O. Nannipieri.

    Towards VE that are More Closely Related to the Real World, in: Virtual Reality and Augmented Reality - Myths and Realities, B. Arnaldi, P. Guitton, G. Moreau (editors), ISTE - Wiley, March 2018, vol. chapitre 4. [ DOI : 10.1002/9781119341031.ch4 ]
  • 36J. Ducasse, A. Brock, C. Jouffrais.

    Accessible Interactive Maps for Visually Impaired Users, in: Mobility in Visually Impaired People - Fundamentals and ICT Assistive Technologies, E. Pissalou, R. Velazquez (editors), Springer, 2018. [ DOI : 10.1007/978-3-319-54446-5_17 ]
  • 37C. Jeunet, S. Debener, F. Lotte, J. Mattout, R. Scherer, C. Zich.

    Mind the Traps! Design Guidelines for Rigorous BCI Experiments, in: Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, C. S. Nam, A. Nijholt, F. Lotte (editors), CRC Press , 2018, pp. 1-33.
  • 38F. Lotte, C. Jeunet, J. Mladenović, B. N'Kaoua, L. Pillette.

    A BCI challenge for the signal processing community: considering the user in the loop, in: Signal Processing and Machine Learning for Brain-Machine Interfaces, IET, 2018, pp. 1-33, Chapter 8.
  • 39F. Lotte, C. S. Nam, A. Nijholt.

    Introduction: Evolution of Brain-Computer Interfaces, in: Brain-Computer Interfaces Handbook: Technological and Theoretical Advance, C. S. Nam, A. Nijholt, F. Lotte (editors), Taylor & Francis (CRC Press), 2018, pp. 1-11.
  • 40F. 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.

Books or Proceedings Editing

  • 41B. Arnaldi, P. Guitton, G. Moreau (editors)

    Réalité virtuelle et réalité augmentée : mythes et réalités, ISTE éditions, September 2018, 324 p.
  • 42G. Moreau, B. Arnaldi, P. Guitton (editors)

    Virtual Reality, Augmented Reality: myths and realities, Computer engineering series, ISTE, March 2018, 322 p.
  • 43C. S. Nam, A. Nijholt, F. Lotte (editors)

    Brain-Computer Interfaces Handbook: Technological and Theoretical Advance, CRC Press, 2018, 746 p.

Scientific Popularization

Other Publications

  • 47A. Appriou, F. Lotte.

    Analysis and classification of learning-related mental states in EEG signals, April 2018, Journée des Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), Poster.
  • 48A. Appriou, L. Pillette, A. Cichocki, F. Lotte.

    BCPy, an open-source python platform for offline EEG signals decoding and analysis, May 2018, Interntional BCI Meeting, Poster.
  • 49C. Benaroch, C. Jeunet, F. Lotte.

    Using computational modelling to better understand and predict Mental-Imagery based BCI (MI-BCI) users' performance, April 2018, Journées CORTICO 2018 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Poster.
  • 50E. Christophe, J. Frey, R. Kronland-Martinet, J.-A. Micoulaud-Franchi, J. Mladenović, G. Mougin, J. Vion-Dury, S. Ystad, M. Aramaki.

    Evaluation of a congruent auditory feedback for Motor Imagery BCI, May 2018, International BCI meeting, Poster.
  • 51T. Desprez, S. Noirpoudre, T. Segonds, D. Caselli, D. Roy, P.-Y. Oudeyer.

    Design and Evaluation of Pedagogical Robotic Kits : Ecological and experimental analysis of the uses of robotics in schools in terms of knowledge and representation, January 2018, 1 p, Colloque e-Fran, Territoires éducatifs d'innovation numérique, Poster.
  • 52P. Giraudeau.

    Design and Evaluation of a Mixed-Reality Interface for Collaborative Learning at School, June 2018, IDC'18.
  • 53P. Giraudeau, J. Veytizou, D. Bertolo, A. Olry, R. Vivian, S. Fleck, M. Hachet.

    TACOTAC : Table augmentée et tangible pour des activités pédagogiques collaboratives, AFIHM, October 2018, 2 p, Démonstration.
  • 54J. Laviole, L. Thévin, J. Albouys-Perrois, A. Brock.

    Nectar: Multi-user Spatial Augmented Reality for everyone: Three live demonstrations of educative applications, ACM, April 2018, VRIC '18 Proceedings of the Virtual Reality International Conference - Laval Virtual.
  • 55F. Lotte, A. Cichocki.

    Can transfer learning across motor tasks improve motor imagery BCI?, May 2018, International BCI Meeting 2018, Poster.
  • 56J. Mladenović, J. Frey, E. Christophe, J.-A. Micoulaud-Franchi, J. Vion-Dury, G. Mougin, S. Ystad, R. Kronland-Martinet, M. Aramaki.

    Towards congruent BCI feedback, April 2018, JJC-ICON'2018 - Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback, Poster.
  • 57J. Mladenović, J. Frey, E. Maby, M. Joffily, F. Lotte, J. Mattout.

    Active Inference for Adaptive BCI: application to the P300 Speller, May 2018, International BCI meeting, Poster.
  • 58T. Monseigne, F. Lotte, S. Bioulac, J. Taillard, P. Philip, J.-A. Micoulaud-Franchi.

    Mise en place d’une solution de Neurofeedback pour lutter contre la somnolence diurne excessive, November 2018, Le Congrès du Sommeil, Poster.
  • 59L. Pillette, A. Appriou, A. Cichocki, B. N'Kaoua, F. Lotte.

    Classification of attention types in EEG signals, May 2018, 7th International BCI Meeting, Poster.
  • 60L. Pillette, A. Cichocki, B. N'Kaoua, F. Lotte.

    Toward distinguishing the different types of attention using EEG signals, April 2018, Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Poster.
  • 61R. Ramadour, J. Frey, J. Sol Roo, M. Hachet.

    Inner Garden, interface tangible pour une approche sensorielle et poétique du biofeedback, AFIHM, October 2018, 2 p, Demo.
  • 62L. Thévin, A. Brock.

    Egalitarian access to technology: first steps towards collaborative mechanisms for sighted and blind people on the same interactive map, July 2018, ESOF 2018 - Euroscience Open Forum, Poster.