I’m a senior researcher (DR) in computational cognitive neuroscience
at Inria and the Institute of Neurodegenerative Diseases
(Bordeaux, France). I’m investigating decision making, learning and
cognition using computational models of the brain and distributed,
numerical and adaptive computing, a.k.a. artificial neural networks
and machine learning. My research aims to irrigate the fields of
philosophy with regard to the mind-body problem, medicine to account
for the normal and pathological functioning of the brain and the
digital sciences to offer alternative computing paradigms.
Direct access to bibliography
(Calls,
Highlights,
Preprints,
Books,
Correspondences,
Journals,
Chapters,
Conferences,
Science outreach,
Invited conferences,
Invited lectures) and
list of co-authors.
Main office |
Alternative office |
Institut des Maladies Neurodégénératives |
Inria Bordeaux Sud-Ouest |
Centre Broca Nouvelle-Aquitaine |
200 Avenue de la Vieille Tour |
146 rue Léo Saignat - CS 61292 - Case 28 |
33405 Talence |
33076 Bordeaux cedex |
Tel: +33 533 514 802 |
Professional history
Education
2011 |
Habilitation, Université Nancy 2 |
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Fondements biologiques pour le calcul distribué, numérique et adaptatif |
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1997-2000 |
Ph.D. in Computer Science, Université Henri Poincaré |
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Modèles de mémoires pour la navigation autonome |
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(1996-1997 |
Military service in naval aviation) |
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1993-1996 |
Engineer Telecom Nancy (ex ESIAL) |
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DEA (Master) in Computer Science , Université Nancy 1 |
Activities
Team leader of the computational neuroscience team at the institute of
neurodegenerative diseases. Co‐founder and editor in chief of ReScience C and
Rescience X, editor for PeerJ Computer Science, review editor for Frontiers
in Neurobotics, Frontiers in Neuroscience, Frontiers in Psychology, former
elected member of the national Inria evaluation committee, vice‐head of the
Mnemosyne project, member of the Open Access Scholarly Publishers Association.
I have directed 12 Phd Students, 4 post‐docs, ≈25 master students, reviewed and
examined ≈15 PhD thesis and participated in more than 10 hiring committees
(tenured position). I’m regularly teaching cognitive science, computational
neuroscience, numerical computation and scientific visualization at university,
doctoral schools and summer schools. I’ve also published several resources about
scientific computation, scientific visualization and machine learning.
PhD students
Maeva Andriantsoamberomanga 2022-2025
Naomi Chaix 2021-2024
Fjola Hyseni (MD) 2020-2023
Nikolaos Vardalakis 2020-2023
Snighda Dagar 2019-2022
Remya Sankar (PhD) 2018-2022
Anthony Strock (PhD) 2017-2020
Ikram Chraibi Kaadoud (Phd) 2015-1018
Aurélien Nioche (PhD) 2014-2018
Meropi Topalidou (PhD) 2013-2016
Georgios Detorakis (PhD) 2010-2013
Wahiba Taouali (PhD) 2009-2012
Jérémy Fix (PhD) 2005-2008
Julien Vitay (PhD) 2002-2006
Post-doc students
Fabien Benureau 2016-1017
Zhor Ramdane-Cherif 2005-2006
Rémi Coulom 2003-2004
Alistair Bray 1998-2000
Interns
Victor Leroy (2022, ENST, Bordeaux)
Rebecca Lafont (2022, Bordeaux INP)
Bhushan Rugbursing (2021, Médecine/Science, Bordeaux),
Karen Sobriel (2021, Université de Nantes),
Quentin Lanneau (2021, ENSEIRB, Bordeaux),
Kepa Labescau (2020, Médecine/Science, Bordeaux),
Dimitri Lerévérend (2020, ENS Rennes),
Nicolas Thou (2020, ENSEIRB, Bordeaux),
Adrien Tétar (2019, ESIEE, Paris),
Gabriel Gouraud (2019, Polytechnique, Saclay),
Théophile Boraud (2018, Univ. Warwick, UK),
Edwige Cyffers (2018, ENS, Lyon),
Basile Garcia (2018, Univ. Bordeaux, Bordeaux),
Remya Sankar (2017, IIIT Hyderabad, India),
Anthony Strock (2017, ENS, Rennes),
Sabyasachi Shivkumar (2016, IIIT Madras, India),
Barghav teja Nallapu (2015, IIIT Hyderabad, Indoa),
Aurélien Marie (2015, Univ. Bordeaux, Bordeaux),
Hima Mehta (2014, IIIT Hyderabad, Inde),
Meropi Topalidou (2013, Univ. Crete, Greece),
Zoé Barbanneau (2011, Ecole Estienne, Paris),
Wahiba Taouali (2009, Ecole des Mines, Nancy),
Andrew Szabados (2008, Univ. Jussieu, Paris),
Johnatan Gall (2006, Supélec, Metz),
Jérémy Fix (2003, Supélec, Metz),
Yoann Dieu (2003, Univ. Strasbourg, Strasbourg),
Julien Vitay (2002, Supélec, Rennes).
Ongoing projects
Scientific Python (2019-2021) A series of three volumes on Scientific
Python: Scientific Computation (Numpy), Scientific Visualization (Matplotlib) &
Scientific Modelling (Scipy).
Ecomob (Regional grant 2019-2022) A joint project between University of La
Rochelle, University of Bordeaux and Inria for the study of eco-mobility and
the modelling of multi-criteria decision.
Psyphine (CNRS, 2011-2022) This multidisciplinary group (computer science,
philosophy, psychology, neuroscience, linguistic, ethnology) studies cognition
from a theoretical and experimental perspective. We’ve designed a robotic lamp
and study how people interact with it and interpret its behavior.
Software
Glumpy is is a python library for scientific
visualization that is both fast, scalable and beautiful. Glumpy offers an
intuitive interface between numpy and modern OpenGL.
Freetype-GL is a C library for
displaying text in OpenGL using one vertex buffer, one texture and the Freetype
librart with flawless rendering quality in orthographic mode.
Machine learning recipes is a
collection of stand-alone examples of machine learning algorithms in Python
covering multi-armed bandits, artificial neural networks and Markod decision
Processes.
DANA is a Python library for distributed
asynchronous numerical and adaptive computing. The computational paradigm
supporting the dana framework is grounded on the notion of a unit that is a set
of arbitrary values that can vary along time under the influence of other units
and learning.
→ See my GitHub page for more software and
tutorials.
Artwork
Some artworks I designed for conferences and events I organized or co-organized
over the years.

Bibliography
I appear (in general) as the first author when I have done the work prior to
writing (design, modeling, implementation and/or analysis) and as the last
author (or penultimate for some collaborations) when I have directly supervised
or initiated the work (student, doctoral student, post-doctoral fellow). On the
whole of my bibliography, I have about 250 co-authors and my scientific
spectrum is mainly included in neurosciences and machine learning with however
notable contributions in computer graphics, open and reproducible science and
scientific visualization.
Major journals where I published are
PNAS (2005),
Neural Networks (2006, 2009)
Neurocomputing (2011),
PLoS Computational Biology (2014),
Movement Disorders (2016),
Progress in Neurobiology (2018),
Neural Computation (2020),
Science Advances (2020)
Philosophical Transactions of the Royal Socitety B (2021) but also
Nature
(2014,
2014,
2018,
2019,
2020) and Science (2019)
for correspondences, interviews and reports on my work.
I’ve also given a course at SIGGRAPH which is the major conference in computer graphics and gave a talk ISHPSSB in 2019 which is the major conference in philosophy of biology.
Calls
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Inria, Software Heritage, and Unesco. 2019. Paris Call - Software Source Code as Heritage. https://en.unesco.org/foss/paris-call-software-source-code.
Signatories: J-F. Abramatic, K. Albert, G. Alberts,
K. Bradley, R. Buckley, N. Chue Hong, D. Clipsham,
E. Cochrane, R. Di Cosmo, L. Duplouy, M. Gharsallah, J.M
Greenberg, B. Guerry, M. Hinchey, P. Inverardi, V. Issarny,
P. Madhavan, F. Marzano, G. Miura, P. Moreau, E. Nardelli,
P. O’Donohue, M.R. Osuna Alarcón, J. Palm, T. Perelmuter,
S. Phipps, C. Piana, N.P. Rougier, M. Sassi,
D. Schüller, A. Seles, L. Shustek, A. Smith, M. Webb,
P. Wheatley, S. Wyber
URL
Highlights
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Thompson, B. and Howe, N. 2020. The challenge of reproducing results from ten-year-old code. Nature 584, 7822.
Podcast on the "Ten Years Reproducibility Challenge"
URL
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Perkel, J.M. 2020. Challenge to scientists: does your ten-year-old code still
run? Nature 584, 7822, 656–658.
Extended report on the "Ten Years Reproducibility Challenge"
DOI
URL
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Hutson, M. 2018. Artificial intelligence faces a replication crisis. Science 359, 6377.
Interview about the ReScience journal
URL
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Woolston, C. 2014. How to dodge the pitfalls of bad illustrations. Nature.
Highlight on "Ten Simple Rules for Better Figures"
DOI
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Nature. 2014. How to draw perfect figures. Nature 513, 7519, 463–463.
Social selection about "Ten Simple Rules for Better Figures"
DOI
Preprints
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Chaix-Eichel, N., Dagar, S., Lanneau, Q., Sobriel, K., Boraud, T., Alexandre, F., and Rougier, N.P. 2022. From implicit learning to explicit representations. arXiv.
DOI
URL
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Sankar, R., Leblois, A., and Rougier, N.P. 2022. Dual pathway architecture underlying vocal learning in songbirds. bioRxiv.
DOI
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Rougier, N.P., Brun, C., and Boraud, T. 2021. A Mathematical Bias. HAL.
URL
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Rougier, N.P. 2020. On the design of text editors. arXiv.
URL
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Shivkumar, S., Chakravarthy, V.S., and Rougier, N.P. 2017. Modeling the Role of Striatum in Stochastic Multi Context
Tasks. BioRxiv.
DOI
URL
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Rougier, N.P. and Timmer, J. 2017. Ten Simple Rules for Scientific Fraud & Misconduct. HAL.
URL
PDF
Books
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Rougier, N.P. 2020. Scientific Visualization: Python & Matplotlib. GitHub.
URL
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Psyphine, ed. 2020. Que prêtons-nous aux machines ? Approches
interdisciplinaires des interactions homme-robot. Presses Universitaires Paris Nanterres.
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Desquilbet Loı̈c, Granger, S., Hejblum, B., Legrand, A., Pernot, P., and Rougier, N.P. 2019. Vers une Recherche Reproductible. .
URL
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Rougier, N.P. 2018. Python & OpenGL for Scientific Visualization. Zenodo.
URL
CODE
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Rougier, N.P. 2016. From Python to Numpy. Zenodo.
DOI
URL
PDF
CODE
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Varoquaux, G., Gouillart, E., Vahtras, O., Haenel, V., Rougier, N.P., Gommers, R., Pedregosa, F., Jedrzejewski-Szmek, Z., Virtanen, P., Combelles, C., Pinte, D., Cimrman, R., Espaze, A., Chauve, A., and Burns, C. 2015. Scipy Lecture Notes. Zenodo.
DOI
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CODE
Correspondences
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Rossant, C. and Rougier, N.P. 2021. High-performance interactive scientific
visualization with DatoViz via the Vulkan low-level
GPU API . Computing in Science & Engineering (IEEE) 23, 4.
DOI
URL
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Alexandre, F., Hinaut, X., Rougier, N.P., and Viéville, T. 2021. Higher Cognitive Functions in Bio-Inspired
Artificial Intelligence. ERCIM News 125.
In press
URL
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Girau, B., Miramond, B., Rougier, N.P., and Upegui, A. 2021. Self Organizing Machine Architecture. ERCIM News 125.
URL
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Roesch, E.B. and Rougier, N.P. 2020. New journal for reproduction and replication results. Nature 581, 7806, 30–30.
DOI
URL
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Hinsen, K. and Rougier, N.P. 2019. Challenge to test reproducibility of old computer code. Nature 574, 7780.
DOI
URL
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Hinsen, K. and Rougier, N.P. 2019. ReScience (R)evolution. ReScience 5.
URL
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Rougier, N.P. and Hinsen, K. 2018. Code reviewing puts extra demands on referees. Nature 556, 7701.
DOI
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Guest, O. and Rougier, N.P. 2017. Diversity in reproducibility. IEEE CDS Newsletter 13, 2.
URL
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CODE
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Guest, O. and Rougier, N.P. 2016. What is computational reproducibility? IEEE CDS Newsletter 13, 1.
URL
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CODE
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Topalidou, M., Leblois, A., Boraud, T., and Rougier, N.P. 2015. A Long Journey into Reproducible Computational Neuroscience. Frontiers in Computational Neuroscience 9, 28.
DOI
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Rougier, N.P. and Alexandre, F. 2003. Emergence of Representations Through Interactions of a Robot
with the Real World. ERCIM News 53.
URL
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Journals
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Chraibi-Kaadoud, I., Rougier, N.P., and Alexandre, F. 2022. Knowledge extraction from the learning of sequences in a
long short term memory (LSTM) architecture. Knowledge-Based Systems 235, 107657.
DOI
URL
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Sankar, R., Rougier, N.P., and Leblois, A. 2022. Computational benefits of structural plasticity, illustrated in songbirds. Neuroscience & Biobehavioral Reviews 132, 1183–1196.
DOI
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Nioche, A., Rougier, N.P., Deffains, M., Bourgeois-Gironde, S., Ballesta, S., and Boraud, T. 2021. The adaptive value of probability distortion and risk-seeking
in macaques’ decision-making. Philosophical Transactions of the Royal Society B.
In press
DOI
URL
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Sankar, R., Thou, N., Rougier, N.P., and Leblois, A. 2021. [Re] A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity. ReScience C 7, 1, #11.
DOI
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Rougier, N.P. and Detorakis, G.I. 2021. Randomized Self Organizing Map. Neural Computation.
In press
URL
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Strock, A., Rougier, N.P., and Hinaut, X. 2020. Latent space exploration and functionalization of a
gated working memory model using conceptors. Cognitive Computation.
In press
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Detorakis, G., Chaillet, A., and Rougier, N.P. 2020. Stability analysis of a neural field self-organizing map. Journal of Mathematical Neuroscience.
In press
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Strock, A., Hinaut, X., and Rougier, N.P. 2020. A Robust Model of Gated Working Memory. Neural computation 32, 1.
URL
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Bourdenx, M., Nioche, A., Dovero, S., Arotcarena, M.-L., Camus, S., Porras, G., Thiolat, M.-L., Rougier, N.P., Prigent, A., Aubert, P., Bohic, S., Sandt, C., Laferriere, F., Doudnikoff, E., Kruse, N., Mollenhauer, B., Novello, S., Morari, M., Leste-Lasserre, T., Damas, I.T., Goillandeau, M., Perier, C., Estrada, C., Carrillo, N.G., Recasens, A., Vaikath, N.N., El-Agnaf, O.M.A., Ezquerro, M.T.H., Derkinderen, P., Bover, M.V., Obeso, J.A., Dehay, B., and Bezard, E. 2020. Identification of distinct pathological signatures induced by
patient-derived α-synuclein structures in non-human primates. Science Advances 6, 20, eaaz9165.
DOI
URL
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Nioche, A., Garcia, B., Lefebvre, G., Boraud, T., Rougier, N.P., and Bourgeois-Gironde, S. 2019. Coordination over a unique medium of exchange under
information scarcity. Humanities and social sciences communications (Nature) 5, 1.
DOI
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CODE
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Nioche, A., Garcia, B., Boraud, T., Rougier, N.P., and Bourgeois-Gironde, S. 2019. Interaction effects between consumer information and firms.’ Humanities and social sciences communications (Nature) 5.
DOI
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Alliez, P., Guedj, B., Cosmo, R.D., Girault, A., Hacid, M.-S., Legrand, A., and Rougier, N.P. 2019. Attributing and Referencing (Research) Software: Best
Practices and Outlook from Inria. Computing in Science & Engineering (IEEE).
URL
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Topalidou, M., Kase, D., Boraud, T., and Rougier, N.P. 2018. A Computational Model of Dual Competition between the Basal
Ganglia and the Cortex. eNeuro 5, 6.
DOI
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Boraud, T., Leblois, A., and Rougier, N.P. 2018. A Natural History of Skills. Progress in Neurobiology 171.
DOI
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Rougier, N.P. 2018. A Density-Driven Method for the Placement of Biological Cells
Over Two-Dimensional Manifolds. Frontiers in Neuroinformatics 12.
DOI
CODE
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Benureau, F.C.Y. and Rougier, N.P. 2018. Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming
Code into Scientific Contributions. Frontiers in Neuroinformatics 11.
DOI
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CODE
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Rougier, N.P., Hinsen, K., Alexandre, F., Arildsen, T., Barba, L., Benureau, F.C.Y., Brown, C.T., Buyl, P. de, Caglayan, O., Davison, A.P., Delsuc, M.A., Detorakis, G., Diem, A.K., Drix, D., Enel, P., Girard Benoı̂t, Guest, O., Hall, M.G., Henriques, R.N., Hinaut, X., Jaron, K.S., Khamassi, M., Klein, A., Manninen, T., Marchesi, P., McGlinn, D., Metzner, C., Petchey, O.L., Plesser, H.E., Poisot, T., Ram, K., Ram, Y., Roesch, E., Rossant, C., Rostami, V., Shifman, A., Stachelek, J., Stimberg, M., Stollmeier, F., Vaggi, F., Viejo, G., Vitay, J., Vostinar, A., Yurchak, R., and Zito, T. 2017. Sustainable computational science: the ReScience
initiative. PeerJ Computer Science 3, e142.
DOI
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Rougier, N.P. 2017. [Re] Weighted Voronoi Stippling. ReScience 3, 1.
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Piron, C., Kase, D., Topalidou, M., Goillandeau, M., Rougier, N.P., and Boraud, T. 2016. The globus pallidus pars interna in goal-oriented and routine
behaviors: Resolving a long-standing paradox. Movement Disorders.
DOI
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Topalidou, M. and Rougier, N.P. 2015. [Re] Interaction between cognitive and motor cortico-basal
ganglia loops during decision making: a computational study. ReScience 1, 1.
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Taouali, W., Goffart, L., Alexandre, F., and Rougier, N.P. 2015. A parsimonious computational model of visual target position
encoding in the superior colliculus. Biological Cybernetics 109, 4-5.
DOI
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CODE
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Rougier, N.P., Droettboom, M., and Bourne, P.E. 2014. Ten Simple Rules for Better Figures. PLoS Computational Biology 10, 9.
DOI
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Detorakis, G. and Rougier, N.P. 2014. Structure of Receptive Fields in a Computational Model of
Area 3b of Primary Sensory Cortex. Frontiers in Computational Neuroscience.
DOI
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Rougier, N.P. 2014. Antialiased 2D Grid, Marker, and Arrow Shaders. Journal of Computer Graphics Techniques (JCGT) 3, 4, 1–52.
URL
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Rougier, N.P. 2013. Shader-based Antialiased Dashed Stroke Poylines. Journal of Computer Graphics Techniques (JCGT) 2, 2, 105–121.
URL
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Rougier, N.P. 2013. Higher Quality 2D Text Rendering. Journal of Computer Graphics Techniques (JCGT) 2, 1, 50–64.
URL
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Rougier, N.P. and Fix, J. 2012. DANA: Distributed numerical and adaptive modelling framework. Network: Computation in Neural Systems 23, 4, 237–253.
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Detorakis, G.I. and Rougier, N.P. 2012. A Neural Field Model of the Somatosensory Cortex: Formation,
Maintenance and Reorganization of Ordered Topographic Maps. PLoS ONE 7, 7, e40257.
DOI
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Rougier, N.P. and Hutt, A. 2011. Synchronous and Asynchronous Evaluation of Dynamic Neural
Fields. Journal of Difference Equations and Applications 17, 8.
DOI
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Taouali, W., Viéville, T., Rougier, N.P., and Alexandre, F. 2011. No Clock to Rule Them All. Journal Of Neurophysiology, Paris 105, 1–3.
DOI
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Rougier, N.P. and Boniface, Y. 2011. Dynamic Self-Organising map. Neurocomputing 74, 11, 1840–1847.
DOI
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Fix, J., Rougier, N.P., and Alexandre, F. 2011. A Dynamic Neural Field Approach to the Covert and Overt
Deployment of Spatial Attention. Cognitive Computation 3, 1, 279–293.
DOI
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Hutt, A. and Rougier, N.P. 2010. Activity spread and breathers induced by finite transmission
speeds in two-dimensional neural fields. Physical Review E 82, 5.
DOI
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Rougier, N.P. 2009. Implicit and Explicit Representations. Neural Networks 22, 2, 155–160.
DOI
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Fix, J., Rougier, N.P., and Alexandre, F. 2007. From physiological principles to computational models of the
cortex. Journal of Physiology, Paris, 32–39.
DOI
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Rougier, N.P. and Vitay, J. 2006. Emergence of Attention within a Neural Population. Neural Networks 19, 5, 573–581.
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Rougier, N.P. 2006. Dynamic Neural Field with Local Inhibition. Biological Cybernetics 94, 3, 169–179.
DOI
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Rougier, N.P., Noelle, D.C., Braver, T.D., Cohen, J.D., and O’Reilly, R.C. 2005. Prefrontal Cortex and Flexible Cognitive Control: Rules
Without Symbols. Proceedings of the National Academy of Science 102, 20, 7338–7343.
URL
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Rougier, N.P. and O’Reilly, R.C. 2002. A Gated Prefrontal Cortex Model of Dynamic Task Switching. Cognitive Science 26, 4, 503–520.
URL
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Chapters
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Rougier, N.P. and Hinsen, K. 2019. ReScience C: A Journal for Reproducible Replications in
Computational Science. In: B. Kerautret, M. Colom, D. Lopresti, P. Monasse and H. Talbot, eds., Reproducible Research in Pattern Recognition. Springer, Cham.
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Strock, A., Rougier, N.P., and Hinaut, X. 2019. Using Conceptors to Transfer Between Long-Term and Short-Term Memory. In: Artificial Neural Networks and Machine Learning. Springer International Publishing, 19–23.
DOI
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Alexandre, F., Dominey, P.F., Gaussier, P., Girard Benoı̂t, Khamassi, M., and Rougier, N.P. 2019. When Artificial Intelligence and Computational Neuroscience
meet. In: A guided tour of artificial intelligence research, Vol. 3
Interfaces and applications of artificial intelligence. Springer-Verlag.
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Chraibi-Kaadoud, I., Rougier, N.P., and Alexandre, F. 2017. Implicit Knowledge Extraction and Structuration from
Electrical Diagrams. In: Advances in Artificial Intelligence: From Theory to Practice. Springer International Publishing, 235–241.
DOI
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Hutt, A. and Rougier, N.P. 2014. Numerical simulation scheme of one-and two-dimensional neural
fields involving space-dependent delays. In: P. beim Graben, S. Coombes, R. Potthast and J.J. Wright, eds., Neural Field Theory. Springer.
DOI
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Rougier, N.P. and Detorakis, G.I. 2013. Self-Organizing Dynamic Neural Fields. In: Y. Yamaguchi, ed., Advances in Cognitive Neurodynamics (III). Springer.
DOI
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Taouali, W., Rougier, N.P., and Alexandre, F. 2012. Visual Target Selection Emerges from a Bio-inspired Network
Topology. In: K. Kurosh Madani, A.D. Correia, A. Rosa and J. Filipe, eds., Computational Intelligence. Springer-Verlag.
DOI
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Fix, J., Vitay, J., and Rougier, N.P. 2007. A Computational Model of Spatial Memory Anticipation during
Visual Search. In: M.V. Butz, O. Sigaud, G. Pezzulo and G. Baldassarre, eds., Anticipatory Behavior in Adaptive Learning Systems: From
Brains to Individual and Social Behavior. Springer-Verlag Berlin Heidelberg.
DOI
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Vitay, J., Rougier, N.P., and Alexandre, F. 2005. A distributed model of visual spatial attention. In: S. Wermter, G. Palm and M. Elshaw, eds., Biomimetic Neural Learning for Intelligent Robotics. Springer-Verlag.
DOI
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Frezza-Buet, H., Rougier, N.P., and Alexandre, F. 2000. A cerebral framework for the integration of biologically
inspired temporal mechanisms for sequence processing. In: L. Giles and R. Sun, eds., Neural, symbolic and Reinforcement methods for sequence
learning. Springer.
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Rougier, N.P. 1999. Mémoires déclarative et procédurale pour la
navigation autonome d’un animat. In: A. Drogoul and J.A. Meyer, eds., Intelligence artificielle située. Cerveau, corps et
environnement. Hermès.
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Conferences
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Trouvain, N., Rougier, N.P., and Hinaut, X. 2022. Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy. FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior (SAB2022).
URL
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Dagar, S., Alexandre, F., and Rougier, N. 2022. From concrete to abstract rules : A computational sketch. The 15th International Conference on Brain Informatics.
URL
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Sankar, R., Rougier, N., and Leblois, A. 2022. Dual pathway architecture in songbirds boosts
sensorimotor learning. Cosyne.
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Hyseni, F., Leblois, A., and Rougier, N. 2022. Temporal Dynamics in an Attractor Model of the
Songbird’s Premotor Nucleus. Cosyne.
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Benureau, F.C.Y. and Rougier, N.P. 2019. Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming
Code into Scientific Contributions. SciPy Japan.
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Rougier, N.P. 2019. The Eye of the Modeler. International Society for the History Philosophy and Social
Studies of Biology biennial meeting.
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Rougier, N.P. and Hinsen, K. 2018. ReScience C: a journal for reproducible replications in
computational science. International Conference on Pattern Recognition (ICPR), Springer.
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Upegui, A., Girau, B., Rougier, N.P., Vannel, F., and Miramond, B. 2018. Pruning Self-Organizing Maps for Cellular Hardware
Architectures. NASA/ESA Conference on Adaptive Hardware and Systems.
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Rougier, N.P. and Esfahbod, B. 2018. Digital Typography Rendering. ACM SIGGRAPH.
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Strock, A., Rougier, N.P., and Hinaut, X. 2018. A Simple Reservoir Model of Working Memory with Real
Values. International Joint Conference on Neural Networks (IJCNN).
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Khacef, L., Girau, B., Rougier, N.P., Upegui, A., and Miramond Benoı̂t. 2018. Neuromorphic hardware as a self-organizing computing system. Neuromorphic Hardware In Practice and Use (NHPU) workshop
2018 in IEEE World Congress on Computational Intelligence
(WCCI): International Joint Conference on Neural Networks
(IJCNN).
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Rougier, N.P. and Boniface, Y. 2017. Motivated Self-Organization. 12th International Workshop on Self-Organizing Maps and
Learning Vector Quantization (WSOM).
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Nallapu, B.T., Surampudi, B.R., and Rougier, N.P. 2017. The art of scaling up : a computational account on action
selection in the basal ganglia. International Joint Conference in Neural Networks (IJCNN).
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Nallapu, B.T. and Rougier, N.P. 2016. Dynamics of reward based decision making a computational
study. International Conference on Artificial Neural Networks
(ICANN).
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Topalidou, M., Piron, C., Kase, D., Boraud, T., and Rougier, N.P. 2015. The Formation of Habits: implicit supervision of the basal
ganglia. RLDM, Canada.
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Hinsen, K. and Rougier, N.P. 2015. The ReScience initiative. Euroscipy.
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Campagnola, L., Klein, A., Rossant, C., and Rougier, N.P. 2015. VisPy: Harnessing The GPU For Fast, High-Level Visualization. Scipy, USA.
CODE
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Rougier, N.P. 2014. Modern Scientific Visualization. X Developer’s Conference.
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Campagnola, L., Klein, A., Rossant, C., and Rougier, N.P. 2013. Vispy: A Modern and Interactive Visualization Framework. Euroscipy.
CODE
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Detorakis, G.I. and Rougier, N.P. 2012. Skin Topographic Maps in SI. Progress in Neural Field Theory.
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Rougier, N.P. and Detorakis, G.I. 2011. Self-Organizing Dynamic Neural Fields. Third International Conference on Cognitive Neurodynamics.
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Rougier, N.P. and Fix, J. 2011. Distributed, Numerical, Asynchronous and Adaptive computing
framework. Python in Neuroscience, EurosScipy satellite.
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Taouali, W., Rougier, N.P., and Frédéric, A. 2010. Saccades generation : from the visual input to the superior
colliculus. International Conference on Neural Computation ICNC.
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Rougier, N.P. 2010. From Computational Neurosience to Cellular Automata. Automata.
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Taouali, W., Frédéric, A., Hutt, A., and Rougier, N.P. 2009. Asynchronous Evaluation as an Efficient and Natural Way to
Compute Neural Networks. 7th International Conference of Numerical Analysis and
Applied Mathematics - ICNAAM.
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Fix, J., Rougier, N.P., and Alexandre, F. 2007. A top-down attentional system scanning multiple targets with
saccades. From Computational Cognitive Neuroscience to Computer Vision.
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Fix, J., Vitay, J., and Rougier, N.P. 2006. A Computational Model of Spatial Memory Anticipation during
Visual Search. Anticipatory Behavior in Adaptive Learning Systems.
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Alexandre, F., Rougier, N.P., and Viéville, T. 2006. A regularization process to implement self-organizing
neuronal networks. International Conference on Engineering and Mathematics.
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Vitay, J. and Rougier, N.P. 2005. Using Neural Dynamics to Switch Attention. International Joint Conference on Neural Networtks (IJCNN).
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Vitay, J., Rougier, N.P., and Alexandre, F. 2004. Reducing connectivity by using cortical modular bands. European Symposium on Artificial Neural Networks (ESANN).
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Rougier, N.P. and Alexandre, F. 2001. A cerebral framework for integrating biologically plausible
mechanisms in large connectionist models. International Conference on Systems in Biology.
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Rougier, N.P. 2001. Hippocampal Auto-Associative Memory. International Joint Conference on Neural Networtks (IJCNN).
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Rougier, N.P. and Alexandre, F. 2000. A Model of Hippocampal-Cortical Interaction Using a Synaptic
Triad Mechanism. The Nature of Hippocampal-Cortical Interaction: Theoretical
and Experimental Perspectives.
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Rougier, N.P., Frezza-Buet, H., and Alexandre, F. 1999. Neuronal mechanisms for sequence learning in behavioral
modeling. Neural, Symbolic, and Reinforcement Methods for Sequence
Learning Workshop, International Joint Conference on
Artificial Intelligence (IJCAI).
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Rougier, N.P. and Alexandre, F. 1999. Spatial Knowledge Transfer Between Models of Hippocampus and
Associative Cortex. International Joint Conference on Neural Networtks (IJCNN).
Science outreach
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Carré, F., Queyssi, L., Vas-Deyres, N., Roussel, N., and Rougier, N.P. 2022. Mais pourquoi l’IA est-elle aussi méchante ? .
URL
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Coris, M., Vas-Deyres, N., and Rougier, N.P. 2020. Intelligence artificielle : entre science et fiction . The Conversation (FR).
URL
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Rougier, N.P. 2019. Why your cat is lousy at chess yet way smarter than even the
most advanced AI . The Conversation (US).
URL
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Rougier, N.P. 2019. Pourquoi votre chat est nul aux échecs et pourtant plus
intelligent qu’une IA . The Conversation (FR).
URL
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Rougier, N.P. 2019. Et le cerveau dans tout ça ? U magazine.
URL
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Rougier, N.P. 2016. Why you’ll never be able to upload your brain to the cloud. The Conversation (US).
URL
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Rougier, N.P. 2016. Silicon soul: The vain dream of electronic immortality. The Conversation (US).
URL
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Rougier, N.P. 2015. 3615 EULA. Binaires.
URL
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Rougier, N.P. 2015. L’intelligence artificielle, mythes et réalités. Interstices.
URL
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Rougier, N.P. 2015. Une brève histoire de l’intelligence artificielle. http://pintofscience.fr.
Pint of Science, Bordeaux, France
URL
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Rougier, N.P. 2015. Pourquoi l’idée de télécharger son cerveau n’a
pas de sens. The Conversation (FR).
URL
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Rougier, N.P. 2015. Esprit in silico : les vains espoirs de l’immortalité. The Conversation (FR).
URL
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Rougier, N.P. 2015. Faut-il avoir peur de l’intelligence artificielle ? Thinkovery #3.
URL
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Rougier, N.P. 2015. L’intelligence artificielle n’aura pas lieu. Scilogs.
URL
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Rougier, N.P. 2013. Outils et bibliothèques de visualisation. High Performance Computing.
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Rousseau, A., Darnaud, A., Goglin, B., Acharian, C., Leininger, C., Godin, C., Holik, C., Kirchner, C., Rives, D., Darquie, E., Kerrien, E., Neyret, F., Masseglia, F., Dufour, F., Berry, G., Dowek, G., Robak, H., Xypas, H., Illina, I., Gnaedig, I., Jongwane, J., Ehrel, J., Viennot, L., Guion, L., Calderan, L., Kovacic, L., Collin, M., Enard, M.-A., Comte, M.-H., Quinson, M., Olivi, M., Giraud, M., Dorémus, M., Ogouchi, M., Droin, M., Lacaux, N., Rougier, N.P., Roussel, N., Guitton, P., Peterlongo, P., Cornus, R.-M., Vandermeersch, S., Maheo, S., Lefebvre, S., Boldo, S., Viéville, T., Poirel, V., Chabreuil, A., Fischer, A., Farge, C., Vadel, C., Astic, I., Dumont, J.-P., Féjoz, L., Rambert, P., Paradinas, P., De Quatrebarbes, S., and Laurent, S. 2013. Médiation Scientifique : une facette de nos métiers
de la recherche. .
URL
PDF
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Rougier, N.P. 2013. Percer les mystères du cerveau. Interstices.
URL
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Rougier, N.P. 2013. Petite histoire de la cybercriminalité. Journée pédagogique pour l’ISN.
URL
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Rougier, N.P. 2011. Mémoire vive. Universcité #4.
URL
Invited conferences
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Rougier, N.P. 2022. Reproducible Research, one bit a a time. Inria Rennes (CP).
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Rougier, N.P. 2022. Modern data visualization. Janelia Research Campus.
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Rougier, N.P. 2022. Data visualization. Open Planetary Lunch.
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Rougier, N.P. 2021. The Art of Braincrafting. European Neuroscience Conference by Doctoral Students (ENCODS).
URL
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Rougier, N.P. 2021. Long-term reproducibility. Société Informatique de France.
URL
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Rougier, N.P. 2021. Méthodes numériques et formation. 8ème journées du réseau des URFIST.
URL
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Rougier, N.P. 2019. Bootstrapping Cognition. Robotics, development and neurosciences.
URL
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Rougier, N.P. 2018. We ReDo Science. Bernstein PhD Symposium.
URL
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Rougier, N.P. 2018. ReScience. Enabling Reproducibility in Machine Learning MLTrain@RML (ICML 2018).
URL
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Rougier, N.P. 2017. Decision Making: who’s in charge? Lex Robotica.
URL
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Rougier, N.P. 2017. Scientific publishing on GitHub. Emerging models in scientific communication (CNS 2017).
URL
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Rougier, N.P. 2017. ReScience, one year after. Openscience, transparence et évaluation.
URL
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Rougier, N.P. 2017. Noise and Decision. Symposium on the Biology of Decision Making.
URL
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Rougier, N.P. 2017. Reproducible Science. University of Reading (UK).
URL
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Rougier, N.P. 2016. Two actors, one critic. Robotique & Neurosciences.
URL
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Rougier, N.P. 2016. Open Science. AdaWeek.
URL
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Rougier, N.P. 2016. ReScience. Loi Numérique, et après ?
URL
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Rougier, N.P. 2015. On ne voit que ce que l’on regarde. Unithé ou Café.
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Rougier, N.P. 2015. ReScience, refaire la science. Retour d’expériences sur la recherche reproductible.
URL
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Rougier, N.P. 2015. From Neuron to Behavior. Neuropsychology through the lenses of computational modelling.
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Rougier, N.P. 2015. Distributed, Asynchronous, Numerical & Adaptive computing. BioComp.
URL
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Rougier, N.P. 2014. Cortical Plasticity. Bernstein Conference workshop.
URL
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Rougier, N.P. 2014. Cortical plasticity, a computational approach. International Conference on Neural Field Theory.
URL
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Rougier, N.P. 2014. Cortical plasticity. Computational Neuroscience Network.
URL
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Rougier, N.P. 2014. Where is my mind? Forum des Sciences Cognitives.
URL
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Rougier, N.P. 2013. We see only what we look at. Cerveau et Informatique.
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Rougier, N.P. 2013. Where is my mind? La Robotique et le Vivant.
URL
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Rougier, N.P. 2012. Dynamic Neural Fields. Brain & Signals.
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Rougier, N.P. 2011. Models of Visual Attention. Intelligence Artificielle Embarquée.
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Rougier, N.P. 2009. Architecture Cérébrale et Robotique Autonome. Robots, Hybrides et Corps.
URL
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Rougier, N.P. 2008. Visual Attention. Computational Vision.
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Rougier, N.P. 2007. Some questions around consciousness. Conceptual Neuroscience (European Institute Para Limes).
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Rougier, N.P. 2007. Visual Attention. Models of Language Evolution, Acquisition and Processing.
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Rougier, N.P. 2006. Computational Neurocience for Humanoïd robotics. Japanese-French Frontiers of Science.
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Rougier, N.P. 2003. Rules without symbols. Computational Models of Active Maintenance in Prefrontal
Cortex.
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Rougier, N.P. 2000. Mémoire Déclarative. Xèmes Journées Neurosciences et Sciences de l’Ingénieur.
Invited Lectures
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Rougier, N.P. 2022. Ten Simple Rules for Better Figures. Café Python et Visualisation.
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Rougier, N.P. 2022. Reproducible Research, one bit a a time. Ecole Centrale Lille.
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Rougier, N.P. 2020. Data Visualization. AI for Industry.
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Rougier, N.P. 2019. The Dark Side of Science. Intégrité Scientifique.
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Rougier, N.P. 2017. Less is more. Python Scientifique.
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Rougier, N.P. 2016. Modern scientific visualization. Advanced Scientific Programming in Python.
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Rougier, N.P. 2016. An Introduction to Matplotlib. SciPy.
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Rougier, N.P. 2016. From Single Neuron to Population. Electromagnetic Fields and the Nervous System.
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Rougier, N.P. 2015. Advanced Neural Fields. Computational Neuroscience Symposium.
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Rougier, N.P. 2015. An Introduction to Matplotlib. EuroScipy.
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Rougier, N.P. 2014. Reinforcement Learning. Latin-America Summer School in Computational Neuroscience.
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Rougier, N.P. 2014. Scientific visualization challenge. Prospectom.
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Rougier, N.P. 2013. Scientific visualization. PRACE Winter School.
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Rougier, N.P. 2013. Visualisation Scientifique. Journées du dévelopement.
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Rougier, N.P. 2013. An introduction to Matplotlib. EuroScipy.
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Rougier, N.P. 2010. Embodied Cognition. National Institute of Informatics (Tokyo, Japan).
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Rougier, N.P. 2010. Visual Attention. National Institute of Informatics (Tokyo, Japan).
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Rougier, N.P. 2010. Introduction to Neural Fields. National Institute of Informatics (Tokyo, Japan).
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Rougier, N.P. 2010. Models of Visual Attention. National Institute of Informatics (Tokyo, Japan).
List of co-authors
J.-F. Abramatic, C. Acharian, M.O. Alarcòn, K. Albert, G. Alberts,
F. Alexandre, P. Alliez, V. André, T. Arildsen, M. Arotcarena, I. Astic,
P. Aubert, S. Ballesta, L. Barba, J. Becker, F.C.Y. Benureau, G. Berry, E. Bezard, S. Bohic,
S. Boldo, Y. Boniface, T. Boraud, A. Boumaza, M. Bourdenx,
S. Bourgeois-Gironde, P.E. Bourne, M.V. Bover, K. Bradley, T.D. Braver,
C.T. Brown, R. Buckley, C. Burns, P. de Buyl, O. Caglayan, L. Calderan,
L. Campagnola, S. Camus, N.G. Carrillo, A. Chabreuil, A. Chaillet, N. Chaix, V.S. Chakravarthy,
A. Chauve, I. Chraibi-Kaadoud, R. Cimrman, D. Clipsham, E. Cochrane,
J.D. Cohen, M. Collin, C. Combelles, M. Comte, R. Cornus, S. Dagar, I.T. Damas,
A. Darnaud, E. Darquie, A.P. Davison, M. Deffains, S. De Quatrebarbes, B. Dehay,
M.A. Delsuc, P. Derkinderen, L. Desquilbet, G.I. Detorakis, R. Di Cosmo,
A.K. Diem, P.F. Dominey, M. Dorémus, E. Doudnikoff, S. Dovero, G. Dowek,
D. Drix, M. Droettboom, M. Droin, F. Dufour, J. Dumont, L. Duplouy, A. Dutech,
J. Ehrel, O.M.A. El-Agnaf, M. Enard, P. Enel, B. Esfahbod, A. Espaze,
C. Estrada, M.T.H. Ezquerro, C. Farge, A. Fischer, J. Fix, H. Frezza-Buet,
L. Féjoz, B. Garcia, P. Gaussier, M. Gharsallah, V. Giardino, B. Girard,
B. Girau, M. Giraud, A. Girault, I. Gnaedig, C. Godin, L. Goffart, B. Goglin,
M. Goillandeau, R. Gommers, E. Gouillart, S. Granger, J. Greenberg, B. Guedj,
B. Guerry, O. Guest, L. Guion, P. Guitton, M. Hacid, V. Haenel, M.G. Hall,
B. Hejblum, R.N. Henriques, X. Hinaut, M. Hinchey, K. Hinsen, C. Holik,
N.C. Hong, A. Hutt, F. Hyseni, I. Illina, P. Inverardi, V. Issarny, K.S. Jaron,
Z. Jedrzejewski-Szmek, J. Jongwane, D. Kase, E. Kerrien, L. Khacef,
M. Khamassi, C. Kirchner, A. Klein, L. Kovacic, N. Kruse, N. Lacaux,
F. Laferriere, S. Laurent, A. Leblois, G. Lefebvre, S. Lefebvre, A. Legrand,
C. Leininger, T. Leste-Lasserre, F. Louis, P. Madhavan, S. Maheo, T. Manninen,
P. Marchesi, F. Marzano, F. Masseglia, D. McGlinn, C. Metzner, B. Miramond,
G. Miura, B. Mollenhauer, M. Morari, P. Moreau, B.T. Nallapu, E. Nardelli,
F. Neyret, A. Nioche, D.C. Noelle, S. Novello, P. O’Donohue, R.C. O’Reilly,
J.A. Obeso, M. Ogouchi, M. Olivi, J. Palm, P. Paradinas, F. Pedregosa,
T. Perelmuter, C. Perier, P. Pernot, O.L. Petchey, P. Peterlongo, S. Phipps,
C. Piana, D. Pinte, C. Piron, H.E. Plesser, V. Poirel, T. Poisot, G. Porras,
A. Prigent, M. Quinson, K. Ram, Y. Ram, P. Rambert, Z. Ramdane-Cherif,
M. Rebuschi, A. Recasens, M. Renauld, D. Rives, H. Robak, E. Roesch,
C. Rossant, V. Rostami, A. Rousseau, N. Roussel, C. Sandt, M. Sassi,
D. Schüller, A. Seles, A. Shifman, S. Shivkumar, L. Shustek, A. Smith,
J. Stachelek, M. Stimberg, F. Stollmeier, A. Strock, B.R. Surampudi,
W. Taouali, M. Thiolat, J. Timmer, M. Topalidou, A. Upegui, C. Vadel, F. Vaggi,
O. Vahtras, N.N. Vaikath, S. Vandermeersch, F. Vannel, N.Vardalakis, G. Varoquaux,
F. Verhaegen, G. Viejo, L. Viennot, P. Virtanen, J. Vitay, T. Viéville,
A. Vostinar, M. Webb, P. Wheatley, S. Wyber, H. Xypas, R. Yurchak, T. Zito.
Last updated on 19 December 2022 - Made with Jekyll and Jekyll-Scholar