Bibliography
Major publications by the team in recent years
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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 ]
https://hal.inria.fr/hal-01251014 -
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.
https://hal.inria.fr/hal-01025621 -
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 ]
https://hal.inria.fr/hal-01455510 -
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 ]
http://hal.inria.fr/hal-00789500 -
5J. Jankowski, M. Hachet.
A Survey of Interaction Techniques for Interactive 3D Environments, in: Eurographics 2013 - STAR, Girona, Spain, May 2013.
https://hal.inria.fr/hal-00789413 -
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.
https://hal.inria.fr/hal-01302138 -
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.
https://hal.inria.fr/hal-01177685 -
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 ]
http://hal.inria.fr/hal-00862716 -
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 ]
https://hal.archives-ouvertes.fr/hal-01455174 -
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 ]
https://hal.archives-ouvertes.fr/hal-01572490
Articles in International Peer-Reviewed Journals
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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.
https://hal.archives-ouvertes.fr/hal-01954983 -
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 ]
https://hal.inria.fr/hal-01728767 -
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.
https://hal.inria.fr/hal-01946076 -
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 ]
https://hal.inria.fr/hal-01846433 -
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 ]
https://hal.inria.fr/hal-01846434 -
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.
https://hal.inria.fr/hal-01946130 -
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 ]
https://hal.inria.fr/hal-01908759
International Conferences with Proceedings
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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.
https://hal-enac.archives-ouvertes.fr/hal-01801116 -
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 ]
https://hal.inria.fr/hal-01849055 -
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 ]
https://hal-enac.archives-ouvertes.fr/hal-01800780 -
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.
https://hal.archives-ouvertes.fr/hal-01900054 -
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.
https://hal.inria.fr/hal-01761462 -
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.
https://hal.inria.fr/hal-01849104 -
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 ]
https://hal.inria.fr/hal-01804324 -
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.
https://hal.inria.fr/hal-01848103 -
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.
https://hal.inria.fr/hal-01924646 -
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, https://arxiv.org/abs/1803.00296. [ DOI : 10.1145/3170427.3186517 ]
https://hal.inria.fr/hal-01720265 -
28J. Mladenović.
Considering Gut Biofeedback for Emotion Regulation, in: UERMMI - UbiComp/ISWC’18 Adjunct, Sinapore, Singapore, October 2018, https://arxiv.org/abs/1809.04794. [ DOI : 10.1145/3267305.3267686 ]
https://hal.inria.fr/hal-01869925 -
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.
https://hal.inria.fr/hal-01762612 -
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.
https://hal.inria.fr/hal-01763019 -
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 ]
https://hal.archives-ouvertes.fr/hal-01718590 -
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.
https://hal.archives-ouvertes.fr/hal-01769602 -
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.
https://hal.inria.fr/hal-01863881
Scientific Books (or Scientific Book chapters)
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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 ]
https://hal.inria.fr/hal-01946504 -
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 ]
https://hal.inria.fr/hal-01735022 -
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 ]
https://hal.inria.fr/hal-01515347 -
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.
https://hal.inria.fr/hal-01620186 -
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.
https://hal.inria.fr/hal-01762573 -
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.
https://hal.inria.fr/hal-01656743 -
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.
https://hal.inria.fr/hal-01946095
Books or Proceedings Editing
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41B. Arnaldi, P. Guitton, G. Moreau (editors)
Réalité virtuelle et réalité augmentée : mythes et réalités, ISTE éditions, September 2018, 324 p.
https://hal.inria.fr/hal-01963014 -
42G. Moreau, B. Arnaldi, P. Guitton (editors)
Virtual Reality, Augmented Reality: myths and realities, Computer engineering series, ISTE, March 2018, 322 p.
https://hal.archives-ouvertes.fr/hal-01812771 -
43C. S. Nam, A. Nijholt, F. Lotte (editors)
Brain-Computer Interfaces Handbook: Technological and Theoretical Advance, CRC Press, 2018, 746 p.
https://hal.inria.fr/hal-01655819
Scientific Popularization
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44B. Arnaldi, P. Guitton, G. Moreau.
Rendez-vous dans 10 ans, Le Monde, December 2018, Blog Binaire - Le Monde.
https://hal.inria.fr/hal-01963037 -
45P. Guitton.
Pourquoi il faut développer l’accessibilité numérique !, Le Monde, July 2018, Blog Binaire - Le Monde.
https://hal.archives-ouvertes.fr/hal-01844475 -
46M. Hachet.
Art et Informatique : fertilisation croisée, November 2018, http://binaire.blog.lemonde.fr/2018/11/20/art-et-informatique-fertilisation-croisee/.
https://hal.inria.fr/hal-01955175
Other Publications
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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.
https://hal.inria.fr/hal-01849077 -
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.
https://hal.inria.fr/hal-01849072 -
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.
https://hal.inria.fr/hal-01847280 -
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.
https://hal.inria.fr/hal-01794900 -
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.
https://hal.archives-ouvertes.fr/hal-01688310 -
52P. Giraudeau.
Design and Evaluation of a Mixed-Reality Interface for Collaborative Learning at School, June 2018, IDC'18.
https://hal.inria.fr/hal-01824191 -
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.
https://hal.archives-ouvertes.fr/hal-01900052 -
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.
https://hal.inria.fr/hal-01769706 -
55F. Lotte, A. Cichocki.
Can transfer learning across motor tasks improve motor imagery BCI?, May 2018, International BCI Meeting 2018, Poster.
https://hal.inria.fr/hal-01762585 -
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.
https://hal.inria.fr/hal-01849117 -
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.
https://hal.inria.fr/hal-01796754 -
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.
https://hal.inria.fr/hal-01947700 -
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.
https://hal.inria.fr/hal-01762946 -
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.
https://hal.inria.fr/hal-01762978 -
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.
https://hal.archives-ouvertes.fr/hal-01900059 -
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.
https://hal-enac.archives-ouvertes.fr/hal-01800300