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Nicolas P. Rougier

168
Documents
Researcher identifiers
Web site
  • https://github.com/rougier
  • https://www.labri.fr/perso/nrougier/

Presentation

I'm a researcher in computational cognitive neuroscience at the Institute of Neurodegenerative Diseases (Bordeaux, France). I'm investigating decision making, learning and cognition using computational models of the brain and distributed, asynchronous, 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. Beside neuroscience and philosophy, I'm also interested in open and reproducible science (I've co-founded ReScience C with Konrad Hinsen and ReScience X with Etienne Roesch), scientific visualization (I've created glumpy, co-created VisPy and authored the popular Ten Simple Rules for Better Figures article), Science outreach (e.g. The Conversation) and computer graphics (especially digital typography)

Publications

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A dynamical computational model of theta generation in hippocampal circuits to study theta-gamma oscillations during neurostimulation

Nikolaos Vardalakis , Amélie Aussel , Nicolas P. Rougier , Fabien B Wagner
eLife, inPress
Journal articles hal-04383365v1
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Latent space exploration and functionalization of a gated working memory model using conceptors

Anthony Strock , Nicolas P. Rougier , Xavier Hinaut
Cognitive Computation, 2022, ⟨10.1007/s12559-020-09797-3⟩
Journal articles hal-02494493v2
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The adaptive value of probability distortion and risk-seeking in macaques' decision-making

Aurélien Nioche , Nicolas P. Rougier , Marc Deffains , Sacha Bourgeois-Gironde , Sébastien Ballesta
Philosophical Transactions of the Royal Society B: Biological Sciences, 2021, 376 (1819), pp.20190668. ⟨10.1098/rstb.2019.0668⟩
Journal articles hal-03005035v2
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[Re] A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity

Remya Sankar , Nicolas Thou , Nicolas P. Rougier , Arthur Leblois
The ReScience journal, 2021, 7 (11), ⟨10.5281/zenodo.5718075⟩
Journal articles hal-03482094v1
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High-Performance Interactive Scientific Visualization With Datoviz via the Vulkan Low-Level GPU API

Cyrille Rossant , Nicolas P. Rougier
Computing in Science and Engineering, 2021, 23 (4), pp.85-90. ⟨10.1109/MCSE.2021.3078345⟩
Journal articles hal-03465943v1
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Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture

Ikram Chraibi Kaadoud , Nicolas P. Rougier , Frédéric Alexandre
Knowledge-Based Systems, 2021, 235, pp.18. ⟨10.1016/j.knosys.2021.107657⟩
Journal articles hal-03437920v1
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Computational benefits of structural plasticity, illustrated in songbirds

Remya Sankar , Nicolas P. Rougier , Arthur Leblois
Neuroscience and Biobehavioral Reviews, inPress, 132, pp.1183-1196. ⟨10.1016/j.neubiorev.2021.10.033⟩
Journal articles hal-03416314v1
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Randomized Self Organizing Map

Nicolas P. Rougier , Georgios Is Detorakis
Neural Computation, inPress, ⟨10.1162/neco_a_01406⟩
Journal articles hal-03017448v1
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Higher Cognitive Functions in Bio-Inspired Artificial Intelligence

Frédéric Alexandre , Xavier Hinaut , Nicolas P. Rougier , Thierry Viéville
ERCIM News, 2021, Special topic "Brain inspired computing", 125
Journal articles hal-03189215v1
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Self-Organizing Machine Architecture

Bernard Girau , Benoit Miramond , Nicolas P. Rougier , Andres Upegui
ERCIM News, 2021, 125, pp.4
Journal articles hal-03186497v1
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Intelligence artificielle : entre science et fiction

Marie Coris , Natacha Vas-Deyres , Nicolas P. Rougier
The Conversation France, 2020
Journal articles hal-03017452v1
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Intelligence artificielle : entre science et fiction

Marie Coris , Natacha Vas-Deyres , Nicolas P. Rougier
The Conversation France, 2020
Journal articles hal-04073390v1
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New journal for reproduction and replication results

Etienne Roesch , Nicolas P. Rougier
Nature, 2020, 581 (7806), ⟨10.1038/d41586-020-01328-2⟩
Journal articles hal-02564844v1
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Stability analysis of a neural field self-organizing map

Georgios Is Detorakis , Antoine Chaillet , Nicolas P. Rougier
Journal of Mathematical Neuroscience, 2020, ⟨10.1186/s13408-020-00097-6⟩
Journal articles hal-03005121v1
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Identification of distinct pathological signatures induced by patient-derived -synuclein structures in nonhuman primates

M. Bourdenx , A. Nioche , S. Dovero , M.-L. Arotcarena , S. Camus
Science Advances , 2020, 6 (20), ⟨10.1126/sciadv.aaz9165⟩
Journal articles hal-03403421v1
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Identification of distinct pathological signatures induced by patient-derived α-synuclein structures in non-human primates

M. Bourdenx , A. Nioche , S. Dovero , M.-L. Arotcarena , S. Camus
Science Advances , 2020, 6 (20), ⟨10.1101/825216⟩
Journal articles hal-04264868v1
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Identification of distinct pathological signatures induced by patient-derived α-synuclein structures in nonhuman primates

Mathieu Bourdenx , Aurélien Nioche , Sandra Dovero , Marie-Laure Arotcarena , Sandrine M. J. Camus
Science Advances , 2020, 6 (20), pp.eaaz9165. ⟨10.1126/sciadv.aaz9165⟩
Journal articles hal-02611441v1
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Coordination over a unique medium of exchange under information scarcity

Aurélien Nioche , Basile Garcia , Germain Lefebvre , Thomas Boraud , Nicolas P. Rougier
Palgrave Communications, 2019
Journal articles hal-02356248v1
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Challenge to test reproducibility of old computer code

Nicolas P. Rougier , Konrad Hinsen
Nature, 2019, 574 (7780), pp.634. ⟨10.1038/d41586-019-03296-8⟩
Journal articles hal-02340398v1
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A Robust Model of Gated Working Memory

Anthony Strock , Xavier Hinaut , Nicolas P. Rougier
Neural Computation, 2019, pp.1-29. ⟨10.1162/neco_a_01249⟩
Journal articles hal-02371659v1
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Interaction effects between consumer information and firms' decision rules in a duopoly: how cognitive features can impact market dynamics

Aurélien Nioche , Basile Garcia , Thomas Boraud , Nicolas P. Rougier , Sacha Bourgeois-Gironde
Palgrave Communications, 2019, 5 (1), ⟨10.1057/s41599-019-0241-x⟩
Journal articles hal-02080610v1
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Attributing and Referencing (Research) Software: Best Practices and Outlook from Inria

Pierre Alliez , Roberto Di Cosmo , Benjamin Guedj , Alain Girault , Mohand-Said Hacid
Computing in Science and Engineering, 2019, pp.1-14. ⟨10.1109/MCSE.2019.2949413⟩
Journal articles hal-02135891v2

Pourquoi votre chat est nul aux échecs et pourtant plus intelligent qu’une IA

Nicolas P. Rougier
The Conversation France, 2019
Journal articles hal-02322085v1

Code review poses extra challenges

Nicolas P. Rougier , Konrad Hinsen
Nature, 2018, 556 (7701), pp.309. ⟨10.1038/d41586-018-04628-w⟩
Journal articles hal-01773411v1
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A Computational Model of Dual Competition between the Basal Ganglia and the Cortex

Meropi Topalidou , Daisuke Kase , Thomas Boraud , Nicolas P. Rougier
eNeuro, 2018, pp.ENEURO.0339--17.2018
Journal articles hal-01925643v1
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A Density-Driven Method for the Placement of Biological Cells Over Two-Dimensional Manifolds

Nicolas P. Rougier
Frontiers in Neuroinformatics, 2018, 12, ⟨10.3389/fninf.2018.00012⟩
Journal articles hal-01617732v2
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A Natural History of Skills

Thomas Boraud , Arthur Leblois , Nicolas P. Rougier
Progress in Neurobiology, 2018, 171, pp.114-124. ⟨10.1016/j.pneurobio.2018.08.003⟩
Journal articles hal-01874690v1
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Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming Code into Scientific Contributions

Fabien C. Y. Benureau , Nicolas P. Rougier
Frontiers in Neuroinformatics, 2018, 11, ⟨10.3389/fninf.2017.00069⟩
Journal articles hal-01577578v2
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[Re] Weighted Voronoi Stippling

Nicolas P. Rougier
The ReScience journal, 2017, 3 (1), ⟨10.5281/zenodo.802285⟩
Journal articles hal-01532740v1
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Sustainable computational science: the ReScience initiative

Nicolas P. Rougier , Konrad Hinsen , Frédéric Alexandre , Thomas Arildsen , Lorena Barba
PeerJ Computer Science, 2017, 3, pp.e142. ⟨10.7717/peerj-cs.142⟩
Journal articles hal-01592078v1
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Why you’ll never be able to upload your brain to the cloud

Nicolas P. Rougier
The Conversation France, 2016
Journal articles hal-01251726v1
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What is computational reproducibility?

Olivia Guest , Nicolas P. Rougier
IEEE CIS Newsletter on Cognitive and Developmental Systems, 2016, 13 (1)
Journal articles hal-01358082v1
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The Globus Pallidus Pars Interna in Goal-Oriented and Routine Behaviors: Resolving a Long-Standing Paradox

Camille Piron , Daisuke Kase , Meropi Topalidou , Michel Goillandeau , Hugues Orignac
Movement Disorders, 2016, ⟨10.1002/mds.26542⟩
Journal articles hal-01317968v1
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Diversity in Reproducibility

Olivia Guest , Nicolas P. Rougier
IEEE CIS Newsletter on Cognitive and Developmental Systems, 2016, 13 (2)
Journal articles hal-01513273v1
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Silicon soul: The vain dream of electronic immortality

Nicolas P. Rougier
The Conversation France, 2016
Journal articles hal-01251718v1

L’intelligence artificielle, mythes et réalités

Nicolas P. Rougier
Interstices, 2015
Journal articles hal-01163986v1
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[Re] Interaction between cognitive and motor cortico-basal ganglia loops during decision making: a computational study

Meropi Topalidou , Nicolas P. Rougier
The ReScience journal, 2015, 1 (1), ⟨10.5281/zenodo.27944⟩
Journal articles hal-01201790v1

Esprit in silico : pourquoi l’idée de télécharger son cerveau n’a pas de sens

Nicolas P. Rougier
The Conversation France, 2015
Journal articles hal-01233379v1

Esprit in silico : les vains espoirs de l’immortalité

Nicolas P. Rougier
The Conversation France, 2015
Journal articles hal-01233377v1
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A parsimonious computational model of visual target position encoding in the superior colliculus

Wahiba Taouali , Laurent Goffart , Frédéric Alexandre , Nicolas P. Rougier
Biological Cybernetics (Modeling), 2015, 109 (4-5), ⟨10.1007/s00422-015-0660-8⟩
Journal articles hal-01201785v1
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A Long Journey into Reproducible Computational Neuroscience

Meropi Topalidou , Arthur Leblois , Thomas Boraud , Nicolas P. Rougier
Frontiers in Computational Neuroscience, 2015, pp.2. ⟨10.3389/fncom.2015.00030⟩
Journal articles hal-01117873v1
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Structure of receptive fields in a computational model of area 3b of primary sensory cortex

Georgios Is Detorakis , Nicolas P. Rougier
Frontiers in Computational Neuroscience, 2014, 8, pp.26. ⟨10.3389/fncom.2014.00076⟩
Journal articles hal-01052817v1
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Ten Simple Rules for Better Figures

Nicolas P. Rougier , Michael Droettboom , Philip E. Bourne
PLoS Computational Biology, 2014, pp.7. ⟨10.1371/journal.pcbi.1003833⟩
Journal articles hal-01063732v1

Visualisation scientifique avec Matplotlib

Nicolas P. Rougier
Linux Magazine France, 2014, Linux Mag Hors Série, 73, pp.44-55
Journal articles hal-01100170v1
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Antialiased 2D Grid, Marker, and Arrow Shaders

Nicolas P. Rougier
Journal of Computer Graphics Techniques, 2014, 3 (4), pp.52
Journal articles hal-01081592v1
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Outils et bibliothèques de visualisation

Nicolas P. Rougier
High-Performance Computing Magazine, 2013, 1 (8), pp.64-65
Journal articles hal-00907289v1
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Higher Quality 2D Text Rendering

Nicolas P. Rougier
Journal of Computer Graphics Techniques, 2013, 2 (1), pp.50-64
Journal articles hal-00821839v1

À propos de la modélisation du cerveau

Nicolas P. Rougier , Joanna Jongwane
Interstices, 2013
Journal articles hal-01350458v1
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Shader-Based Antialiased Dashed Stroked Polylines

Nicolas P. Rougier
Journal of Computer Graphics Techniques, 2013, 2 (2), pp.91-107
Journal articles hal-00907326v1
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DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework

Nicolas P. Rougier , Jérémy Fix
Network: Computation in Neural Systems, 2012, 23 (4), pp.237-253. ⟨10.3109/0954898X.2012.721573⟩
Journal articles hal-00718780v1
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A Neural Field Model of the Somatosensory Cortex: Formation, Maintenance and Reorganization of Ordered Topographic Maps

Georgios Detorakis , Nicolas P. Rougier
PLoS ONE, 2012, 7 (7), pp.e40257
Journal articles hal-00716355v1
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A dynamic neural field approach to the covert and overt deployment of spatial attention

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Cognitive Computation, 2011, 3 (1), pp.279-293. ⟨10.1007/s12559-010-9083-y⟩
Journal articles inria-00536374v1
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Dynamic Self-Organising Map

Nicolas P. Rougier , Yann Boniface
Neurocomputing, 2011, 74 (11), pp.1840-1847. ⟨10.1016/j.neucom.2010.06.034⟩
Journal articles inria-00495827v1

No clock to rule them all

Wahiba Taouali , Thierry Viéville , Nicolas P. Rougier , Frédéric Alexandre
Journal of Physiology - Paris, 2011, 105 (1-3), pp.83-90. ⟨10.1016/j.jphysparis.2011.08.005⟩
Journal articles inria-00636532v1
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Activity spread and breathers induced by finite transmission speeds in two-dimensional neural fields

Axel Hutt , Nicolas P. Rougier
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2010, 82, pp.R055701
Journal articles inria-00533067v1
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Synchronous and Asynchronous Evaluation of Dynamic Neural Fields

Nicolas P. Rougier , Axel Hutt
Journal of Difference Equations and Applications, 2010, In press, In press (In press), ⟨10.1080/10236190903051575⟩
Journal articles inria-00403107v1
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Implicit and Explicit Representations

Nicolas P. Rougier
Neural Networks, 2009, 22 (2), pp.155-160. ⟨10.1016/j.neunet.2009.01.00⟩
Journal articles inria-00336167v1
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From physiological principles to computational models of the cortex

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Journal of Physiology - Paris, 2007, Neuro-Computation: From Sensorimotor Integration to Computational Frameworks, 101 (1-3), pp.32-39. ⟨10.1016/j.jphysparis.2007.10.009⟩
Journal articles inria-00166536v2
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Dynamic Neural Field with Local Inhibition

Nicolas P. Rougier
Biological Cybernetics (Modeling), 2006, 94 (3), pp.169-179. ⟨10.1007/s00422-005-0034-8⟩
Journal articles inria-00000244v1
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Prefrontal Cortex and Flexible Cognitive Control: Rules Without Symbols

Nicolas P. Rougier , David C. Noelle , Todd S. Braver , John D. Cohen , Randall C. O'Reilly
Proceedings of the National Academy of Sciences of the United States of America, 2005, 102 (20), pp.7338-7343
Journal articles inria-00000141v1
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Emergence of Attention within a Neural Population

Nicolas P. Rougier , Julien Vitay
Neural Networks, 2005
Journal articles inria-00000143v1

Emergence of Representations Through Interactions of a Robot with the Real World

Nicolas P. Rougier , Frédéric Alexandre
ERCIM News, 2003, 53, pp.22-23
Journal articles inria-00099617v1
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A Gated Prefrontal Cortex Model of Dynamic Task Switching

Nicolas P. Rougier , Randall C. O'Reilly
Cognitive Science, 2002
Journal articles inria-00000236v1
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Attractor dynamics drive flexible timing in birdsong

Fjola Hyseni , Nicolas P. Rougier , Arthur Leblois
ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Sep 2023, Heraklion, Greece
Conference papers hal-04168450v1

Comparative study of the synfire chain and ring attractor model for timing in the premotor nucleus in male Zebra Finches

Fjola Hyseni , Nicolas P. Rougier , Arthur Leblois
ESANN 2023 - The 31 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2023, Bruges/ Hybrid, Belgium. pp.647-652, ⟨10.14428/esann/2023.ES2023-120⟩
Conference papers hal-04218404v1
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Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy

Nathan Trouvain , Nicolas P. Rougier , Xavier Hinaut
SAB 2022 - FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Hybrid, France
Conference papers hal-03761440v1
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Dual pathway architecture underlying vocal learning in songbirds

Remya Sankar , Arthur Leblois , Nicolas P. Rougier
ICDL 2022- International Conference on Development & Learning, Sep 2022, London, United Kingdom. ⟨10.1101/2022.04.02.486814⟩
Conference papers hal-03698636v1
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From concrete to abstract rules : A computational sketch

Snigdha Dagar , Frédéric Alexandre , Nicolas P. Rougier
BI 22 - The 15th International Conference on Brain Informatics, Jul 2022, Padova, Italy
Conference papers hal-03695814v1
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Deciphering the contributions of episodic and working memories in increasingly complex decision tasks

Snigdha Dagar , Frédéric Alexandre , Nicolas P. Rougier
IJCNN 2021 - International Joint Conference on Neural Networks, Jul 2021, Shenzhen, China. pp.1-6, ⟨10.1109/IJCNN52387.2021.9534315⟩
Conference papers hal-03465820v1
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Une lampe interactive ? Automatisation d'un comportement autonome interactif

Yann Boniface , Nicolas P. Rougier
Drôles d'objets: un nouvel art de faire, Oct 2021, La Rochelle, France. ⟨10.5281/zenodo.6059093⟩
Conference papers hal-03597281v1
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Using Conceptors to Transfer Between Long-Term and Short-Term Memory

Anthony Strock , Nicolas P. Rougier , Xavier Hinaut
Artificial Neural Networks and Machine Learning (ICANN) 2019, Sep 2019, Munich, Germany. pp.19-23, ⟨10.1007/978-3-030-30493-5_2⟩
Conference papers hal-02387559v1

We Redo Science

Nicolas P. Rougier
Bernstein Conference - PhD Symposium, Sep 2018, Berlin, Germany
Conference papers hal-01856196v1
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ReScience C: A Journal for Reproducible Replications in Computational Science

Nicolas P. Rougier , Konrad Hinsen
RRPR 2018 - 2nd International Workshop on Reproducible Research in Pattern Recognition, Aug 2018, Pékin, China. pp.150-156, ⟨10.1007/978-3-030-23987-9_14⟩
Conference papers hal-02199854v1
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A Simple Reservoir Model of Working Memory with Real Values

Anthony Strock , Nicolas P. Rougier , Xavier Hinaut
2018 International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio de Janeiro, Brazil. ⟨10.1109/IJCNN.2018.8489262⟩
Conference papers hal-01803594v1
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Digital Typography Rendering

Nicolas P. Rougier , Behdad Esfahbod
ACM SIGGRAPH Courses, Aug 2018, Vancouver, Canada
Conference papers hal-01815193v1
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Pruning Self-Organizing Maps for Cellular Hardware Architectures

Andres Upegui , Bernard Girau , Nicolas P. Rougier , Fabien Vannel , Benoit Miramond
AHS 2018 - 12th NASA/ESA Conference on Adaptive Hardware and Systems, Aug 2018, Edinburgh, United Kingdom. pp.272-279, ⟨10.1109/AHS.2018.8541465⟩
Conference papers hal-01826263v1

Reproducibility in Machine Learning

Nicolas P. Rougier
ICML 2018 - Workshop on reproducibility in machine learning, Jul 2018, Stockholm, Sweden
Conference papers hal-01856189v1
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Neuromorphic hardware as a self-organizing computing system

Lyes Khacef , Bernard Girau , Nicolas P. Rougier , Andres Upegui , Benoit Miramond
WCCI 2018 - IEEE World Congress on Computational Intelligence, Workshop NHPU : Neuromorphic Hardware In Practice and Use, Jul 2018, Rio de Janeiro, Brazil. pp.1-4
Conference papers hal-01790776v1
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Implicit knowledge extraction and structuration from electrical diagrams

Ikram Chraibi Kaadoud , Nicolas P. Rougier , Frédéric Alexandre
The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France
Conference papers hal-01525028v1

ReScience

Konrad Hinsen , Nicolas P. Rougier
Open science, transparence et évaluation. Perspectives et enjeux pour les chercheurs, URFIST Bordeaux, Apr 2017, Bordeaux, France
Conference papers hal-01573262v1
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The art of scaling up : a computational account on action selection in basal ganglia

Bhargav Teja Nallapu , Bapi Raju Surampudi , Nicolas P. Rougier
IJCNN 2017 - International Joint Conference on Neural Networks, May 2017, Anchorage, Alaska, United States
Conference papers hal-01534459v1

Noise as a symmetry breaker

Nicolas P. Rougier
SBDM 2017 - Seventh International Symposium on Biology of Decision Making, May 2017, Bordeaux, France. pp.26
Conference papers hal-01573258v1
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Motivated Self-Organization

Nicolas P. Rougier , Yann Boniface
12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, , Jun 2017, Nancy, France
Conference papers hal-01513519v1
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Habits That Contradict Rewards

Fabien C y Benureau , Thomas Boraud , Nicolas P Rougier
7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Sep 2017, Lisbon, Portugal
Conference papers hal-01535484v1
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Dynamics of reward based decision making a computational study

Bhargav Teja Nallapu , Nicolas P. Rougier
ICANN 2016 , Sep 2016, Barcelona, France
Conference papers hal-01333210v1

One critic for two actors

Nicolas P. Rougier , Meropi Topalidou , Thomas Boraud , Daisuke Kase
GT8 Robotique & Neurosciences, Nov 2016, Bordeaux, France
Conference papers hal-01573260v1
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The art of scaling up : a computational account on action selection in basal ganglia

Bhargav Teja Nallapu , Nicolas P. Rougier , Bapi Raju Surampudi
3rd Annual Conference on Cognitive Science (ACCS 2016), Oct 2016, Gandhinagar, India
Conference papers hal-01354041v1

ReScience

Konrad Hinsen , Nicolas P. Rougier
Retour d’expéRiences sur la Recherche Reproductible, Konrad HINSEN, Andrew DAVISON, Christophe POUZAT, Dec 2015, Orléans, France
Conference papers hal-01237835v1
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VisPy: Harnessing The GPU For Fast, High-Level Visualization

Luke Campagnola , Almar Klein , Eric Larson , Cyrille Rossant , Nicolas P. Rougier
Proceedings of the 14th Python in Science Conference, Jul 2015, Austin, Texas, United States
Conference papers hal-01208191v1
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The formation of habits: a computational model mixing reinforcement and Hebbian learning

Meropi Topalidou , Daisuke Kase , Thomas Boraud , Nicolas Rougier
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
Conference papers hal-01252744v1

Une brève histoire de l'intelligence artificielle

Nicolas P. Rougier
Pint of Science, May 2015, Bordeaux, France
Conference papers hal-01219956v1

Distributed, Asynchronous, Numerical and Adaptive computing: from neurons to behavior

Nicolas P. Rougier
BioComp workshop, GDR BioComp, Oct 2015, Saint Paul de Vence, France
Conference papers hal-01213784v1

Le Rôle des corps dans la cognition humaine

Nicolas P. Rougier
Forum des Sciences Cognitives, Mar 2014, Paris, France
Conference papers hal-00977509v1

Cortical plasticity: a neural field approach

Nicolas P. Rougier
Approaching Cognition from the Computational Neuroscience perspective, Sep 2014, Göttingen, Germany
Conference papers hal-01102299v1

Cortical Plasticity: A Computational approach

Nicolas P. Rougier
6th Workshop of the Computational Neuroscience Network, Mar 2014, Marseille, France
Conference papers hal-00977476v1

VISPY, A Modern and Interactive Scientific Visualisation

Luke Campagnola , Almar Klein , Cyrille Rossant , Nicolas P. Rougier
Euroscipy 2013, Aug 2013, Brusells, Belgium
Conference papers hal-00907830v1
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A computational view of area 3b of primary somatosensory cortex

Georgios Detorakis , Nicolas P. Rougier
Annual Computational Neuroscience Meeting, Jul 2013, Paris, France
Conference papers hal-00908566v1

A basic model of saccades encoding

Wahiba Taouali , Nicolas P. Rougier , Frédéric Alexandre
The NeuroComp/KEOpS'12 workshop, Oct 2012, Bordeaux, France
Conference papers hal-00804303v1
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Self-Organizing Dynamic Neural Fields

Nicolas P. Rougier , Georgios Detorakis
International Conference on Cognitive Neurodynamics, Jun 2011, Niseko village, Hokkaido, Japan
Conference papers inria-00587508v1

Saccades generation : from the visual input to the superior colliculus

Wahiba Taouali , Nicolas P. Rougier , Frédéric Alexandre
International Conference on Neural Computation ICNC 2010, Oct 2010, Valence, Spain
Conference papers inria-00506397v1
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On asynchronous dynamic neural field computation

Wahiba Taouali , Thierry Viéville , Nicolas P. Rougier , Frédéric Alexandre
Cinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France
Conference papers hal-00553429v1

From Computational Neuroscience to Cellular Automata

Nicolas P. Rougier
16th International Workshop on Cellular Automata- AUTOMATA 2010, INRIA, Jun 2010, Nancy, France
Conference papers inria-00536408v1

DANA, Distributed (Asynchronous) Numerical & Adaptive computing framework

Nicolas P. Rougier
3rd European meeting on Python in Science - EuroScipy 2010, Ecole Normale Supérieure, Jul 2010, Paris, France
Conference papers inria-00536385v1

Asynchronous Evaluation as an Efficient and Natural Way to Compute Neural Networks

Wahiba Taouali , Frédéric Alexandre , Axel Hutt , Nicolas P. Rougier
7th International Conference of Numerical Analysis and Applied Mathematics - ICNAAM 2009, Sep 2009, Rethymno, Greece
Conference papers inria-00408178v1
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On practical neural field parameters adjustment

Frédéric Alexandre , Jérémy Fix , Axel Hutt , Nicolas P. Rougier , Thierry Viéville
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Conference papers hal-00331571v1
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A computational approach to the covert and overt deployment of spatial attention

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Conference papers hal-00331580v1
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A Top-down attentional system scanning multiple targets with saccades

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
From Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany
Conference papers inria-00166538v1
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A regularization process to implement self-organizing neuronal networks

Frédéric Alexandre , Nicolas P. Rougier , Thierry Viéville
International Conference on Engineering and Mathematics - ENMA 2006, Jul 2006, Bilbao/Spain
Conference papers inria-00103256v1

Visual Attention and Continuous Attractor Neural Networks

Nicolas P. Rougier
Continuous Attractor Neural Networks, Aug 2006, Edinburgh
Conference papers inria-00105645v1
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Etude des phénomènes d'occlusion dans l'attention visuelle spatiale

Z'Hor Ramdane-Cherif , Nicolas P. Rougier
1ère conférence francophone NEUROsciences COMPutationnelles - NeuroComp, Oct 2006, Pont-à-Mousson, France
Conference papers inria-00105543v1
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A Computational Model of Spatial Memory Anticipation during Visual Search

Jérémy Fix , Julien Vitay , Nicolas P. Rougier
Anticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006, Rome/Italie, France
Conference papers inria-00104673v1
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Using Neural Dynamics to Switch Attention

Julien Vitay , Nicolas P. Rougier
International Joint Conference on Neural Networks - IJCNN'05, Jul 2005, Montreal, Canada
Conference papers inria-00000144v1
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Reducing connectivity by using cortical modular bands

Julien Vitay , Nicolas P. Rougier , Frédéric Alexandre
European Symposium on Artificial Neural Networks, 2004, Bruges, Belgium
Conference papers inria-00000233v1
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Hippocampal Auto-Associative Memory

Nicolas P. Rougier
International Joint Conference on Neural Networtks - IJCNN'01, Jul 2001, United States, Washington D.C
Conference papers inria-00000238v1

A cerebral framework for integrating biologically plausible mechanisms in large connectionist models

Nicolas P. Rougier , Frédéric Alexandre
International Conference on Systems in Biology, 2001, Pasadena, USA, United States. 1 p
Conference papers inria-00100480v1

Comportements et Mémoires

Nicolas P. Rougier
Neurosciences et Sciences pour l'Ingénieur, Sep 2000, Dinard, France
Conference papers inria-00099395v1

A Model of Hippocampal-Cortical Interaction Using a Synaptic Triad Mechanism

Nicolas P. Rougier , Frédéric Alexandre
The Nature of Hippocampal-Cortical Interaction: Theoretical and Experimental Perspectives, 2000, Dublin, Irlande
Conference papers inria-00099356v1
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Spatial Knowledge Transfer Between Models of Hippocampus and Associative Cortex

Nicolas P. Rougier , Frédéric Alexandre
International Joint Conference on Neural Networtks, 1999, Washington, D. C., 5 p
Conference papers inria-00098757v1
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Neuronal mechanisms for sequence learning in behavioral modeling

Nicolas P. Rougier , Hervé Frezza-Buet , Frédéric Alexandre
Sixteenth International Joint Conference on Artificial Intelligence, Workshop : Neural, Symbolic, and Reinforcement Methods for Sequence Learning, 1999, Stockholm, Sweden, 6 p
Conference papers inria-00098756v1
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Mémoires déclarative et procédurale pour la navigation autonome d'un animat

Nicolas P. Rougier
Intelligence Artificielle Située, Jean-Arcady Meyer et Alexis Drogoul, 1999, none, 18 p
Conference papers inria-00107691v1
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De la nécessité de l'intégration d'un modèle d'hippocampe dans une approche corticale de la sélection de l'action

Hervé Frezza-Buet , Nicolas P. Rougier
Neurosciences et Sciences pour l'Ingénieur, 1998, Munster, France. 4 p
Conference papers inria-00098694v1
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An Attractor Model of the Temporal Dynamics of the Songbird's Premotor Nucleus

Fjola Hyseni , Nicolas P. Rougier , Arthur Leblois
CNS 2023 - 32nd Annual Computational Neuroscience Meeting, Jun 2023, Leipzig, Germany.
Conference poster hal-04444204v1
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Temporal Dynamics in an Attractor Model of the Songbird’s Premotor Nucleus

Fjola Hyseni , Arthur Leblois , Nicolas P. Rougier
COSYNE 2022 - Computational and Systems Neuroscience, Mar 2022, Lisbon, Portugal
Conference poster hal-04443688v1
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A hybrid computational model of the hippocampal formation to replicate theta-nested gamma oscillations and theta phase reset during neurostimulation

Nikolaos Vardalakis , Maeva Andriantsoamberomanga , Ankur Gupta , Amélie Aussel , Nicolas P. Rougier
Federation of European Neuroscience Societies (FENS), Jul 2022, Paris, France. 2023
Conference poster hal-03947275v1
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Interagir sans interpréter Apport d'une IA pour autonomiser un objet robotique

Yann Boniface , Nicolas P. Rougier
WACAI 2020 - Workshop sur les Affects, Compagnons artificiels et Interactions, Jun 2020, Saint Pierre d'Oléron, France
Conference poster hal-02933478v1
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Modeling Implicit Learning : Extracting Implicit Rules from Sequences using LSTM

Ikram Chraibi Kaadoud , Nicolas P. Rougier , Frédéric Alexandre
WiML 2019 - 14th Women in Machine Learning Workshop at NeurIPS 2019, Dec 2019, Vancouver, Canada
Conference poster hal-02491042v1
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A Simple Reservoir Model of Working Memory with Real Values

Anthony Strock , Nicolas P. Rougier , Xavier Hinaut
Third workshop on advanced methods in theoretical neuroscience, Jun 2018, Göttingen, Germany
Conference poster hal-01861784v1
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Who's the teacher? Who's the pupil?

Meropi Topalidou , Daisuke Kase , Thomas Boraud , Nicolas P. Rougier
Sixth International Symposium on Biology of Decision Making (SBDM2016), May 2016, Paris, France
Conference poster hal-01347280v1
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The formation of habits: A computational model mixing reinforcement learning and Hebbian learning

Meropi Topalidou , Camille Piron , Daisuke Kaise , Thomas Boraud , Nicolas P. Rougier
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
Conference poster hal-01156484v1
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The formation of habits: The implicit supervision of the basal ganglia

Meropi Topalidou , Camille Piron , Daisuke Kaise , Thomas Boraud , Nicolas P. Rougier
Fifth International Symposium on Biology of Decision Making (SBDM 2015), May 2015, Paris, France
Conference poster hal-01156477v1
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The formation of habits: The implicit supervision of Basal Ganglia

Meropi Topalidou , Camille Piron , Daisuke Kase , Thomas Boraud , Nicolas P. Rougier
FENS Featured Regional Meeting 2015, Oct 2015, Thessaloniki, Greece
Conference poster hal-01238333v1
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Glumpy

Nicolas P. Rougier
EuroScipy, Aug 2015, Cambridge, United Kingdom
Conference poster hal-01217524v1

Factors affecting reward based decision making : a computational study

Bhargav Teja Nallapu , Bapi Raju Surampudi , Nicolas P. Rougier
3rd International Conference on Cognition, Brain and Computation, Dec 2015, Gandhinagar, India.
Conference poster hal-01237929v1
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A long journey into reproducible computational neuroscience research

Meropi Topalidou , Arthur Leblois , Thomas Boraud , Nicolas P. Rougier
Fourth International Symposium on Biology of Decision Making (SBDM 2014), May 2014, Paris, France
Conference poster hal-01090648v1
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A computational view of area 3b of primary somatosensory cortex

Georgios Detorakis , Nicolas P. Rougier
Twenty Second Annual Computational Neuroscience Meeting : CNS 2013, Jul 2013, Paris, France. 14 (Suppl 1), pp.P333, 2013
Conference poster hal-00842311v1
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Decision Making: who’s in charge?

Nicolas P. Rougier
Lex Robotica, Sep 2017, Paris, France. pp.1-19
Documents associated with scientific events hal-01656676v1
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One critic for two actors

Nicolas P. Rougier
GT8 Robotiques et neurosciences, Nov 2016, Bordeaux, France.
Documents associated with scientific events hal-01418327v1
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Open Science

Nicolas P. Rougier
AdaWeek, Nov 2016, Paris, France. , pp.35
Documents associated with scientific events hal-01418314v1
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Préface

Nicolas P. Rougier
Xavier Olive. Programmation Python avancée, Dunod, 2021, 9782100815982
Book sections hal-03242055v1
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Intelligence artificielle et singularité

Nicolas P. Rougier
Hypermondes #01 Robots, , 2021, 978-2-36183-749-5
Book sections hal-03452067v1
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When Artificial Intelligence and Computational Neuroscience meet

Frédéric Alexandre , Peter Ford Dominey , Philippe Gaussier , Benoît Girard , Mehdi Khamassi
Springer. A guided tour of artificial intelligence research, Interfaces and applications of artificial intelligence, 3, 2020, Interfaces and Applications of Artificial Intelligence, 978-3-030-06170-8
Book sections hal-01735123v1
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Numerical simulation scheme of one-and two-dimensional neural fields involving space-dependent delays

Axel Hutt , Nicolas P. Rougier
P. Beim Graben and S. Coombes and R. Potthast and J.J. Wright. Neural Field Theory, Springer, 2014
Book sections hal-00872132v1

Visual Target Selection Emerges from a Bio-inspired Network Topology

Wahiba Taouali , Nicolas P. Rougier , Frédéric Alexandre
J. Kacprzyk. Studies in Computational Intelligence, Springer Verlag, 2012
Book sections inria-00636517v1
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A distributed computational model of spatial memory anticipation during a visual search task

Jérémy Fix , Julien Vitay , Nicolas P. Rougier
M.V. Butz and others. Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior, LNAI 4520, Springer-Verlag Berlin Heidelberg, 2007
Book sections inria-00166535v1

A distributed model of spatial visual attention

Julien Vitay , Nicolas P. Rougier , Frédéric Alexandre
S. Wermter, G. Palm and M. Elshaw. Biomimetic Neural Learning for Intelligent Robotics, 3575 (3575), Springer-Verlag, pp.54-72, 2005, Lecture Notes in Computer Science, 3-540-27440-5
Book sections inria-00000145v1
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Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processing

Hervé Frezza-Buet , Nicolas P. Rougier , Frédéric Alexandre
none. Neural, Symbolic and Reinforcement Methods for Sequence Learning, Springer, 28 p, 2000
Book sections inria-00107857v1
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Modèles de mémoires pour la navigation autonome

Nicolas P. Rougier
Modélisation et simulation. Université Henri Poincaré - Nancy 1, 2000. Français. ⟨NNT : 2000NAN10122⟩
Theses tel-01746477v2
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Fondements biologiques pour le calcul distribué, numérique et adaptatif

Nicolas P. Rougier
Modélisation et simulation. Université Nancy II, 2011
Habilitation à diriger des recherches tel-00596740v1
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C++ Crash Course

Nicolas P. Rougier
Engineering school. C++ Crash course, http://www.loria.fr/~rougier/teaching/c++-crash-course/index.html, 2012
Lectures cel-00907297v1
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Matplotlib tutorial

Nicolas P. Rougier
Doctoral. Matplotlib tutorial, http://www.loria.fr/~rougier/teaching/matplotlib/matplotlib.html, 2012
Lectures cel-00907344v1