Nicolas P. Rougier
169
Documents
Researcher identifiers
nicolas-p-rougier
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0000-0002-6972-589X
- IdRef : 135648459
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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Comparative study of the synfire chain and ring attractor model for timing in the premotor nucleus in male Zebra FinchesESANN 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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Attractor dynamics drive flexible timing in birdsongICANN 2023 - 32nd International Conference on Artificial Neural Networks, Sep 2023, Heraklion, Greece
Conference papers
hal-04168450v1
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From concrete to abstract rules : A computational sketchBI 22 - The 15th International Conference on Brain Informatics, Jul 2022, Padova, Italy
Conference papers
hal-03695814v1
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Create Efficient and Complex Reservoir Computing Architectures with ReservoirPySAB 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 songbirdsICDL 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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Une lampe interactive ? Automatisation d'un comportement autonome interactifDrôles d'objets: un nouvel art de faire, Oct 2021, La Rochelle, France. ⟨10.5281/zenodo.6059093⟩
Conference papers
hal-03597281v1
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Deciphering the contributions of episodic and working memories in increasingly complex decision tasksIJCNN 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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Using Conceptors to Transfer Between Long-Term and Short-Term MemoryArtificial 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
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A Simple Reservoir Model of Working Memory with Real Values2018 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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We Redo ScienceBernstein Conference - PhD Symposium, Sep 2018, Berlin, Germany
Conference papers
hal-01856196v1
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Neuromorphic hardware as a self-organizing computing systemWCCI 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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Reproducibility in Machine LearningICML 2018 - Workshop on reproducibility in machine learning, Jul 2018, Stockholm, Sweden
Conference papers
hal-01856189v1
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ReScience C: A Journal for Reproducible Replications in Computational ScienceRRPR 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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Digital Typography RenderingACM SIGGRAPH Courses, Aug 2018, Vancouver, Canada
Conference papers
hal-01815193v1
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Pruning Self-Organizing Maps for Cellular Hardware ArchitecturesAHS 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
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The art of scaling up : a computational account on action selection in basal gangliaIJCNN 2017 - International Joint Conference on Neural Networks, May 2017, Anchorage, Alaska, United States
Conference papers
hal-01534459v1
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ReScienceOpen science, transparence et évaluation. Perspectives et enjeux pour les chercheurs, URFIST Bordeaux, Apr 2017, Bordeaux, France
Conference papers
hal-01573262v1
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Implicit knowledge extraction and structuration from electrical diagramsThe 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France
Conference papers
hal-01525028v1
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Habits That Contradict Rewards7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Sep 2017, Lisbon, Portugal
Conference papers
hal-01535484v1
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Noise as a symmetry breakerSBDM 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-Organization12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, , Jun 2017, Nancy, France
Conference papers
hal-01513519v1
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The art of scaling up : a computational account on action selection in basal ganglia3rd Annual Conference on Cognitive Science (ACCS 2016), Oct 2016, Gandhinagar, India
Conference papers
hal-01354041v1
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One critic for two actorsGT8 Robotique & Neurosciences, Nov 2016, Bordeaux, France
Conference papers
hal-01573260v1
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Dynamics of reward based decision making a computational studyICANN 2016 , Sep 2016, Barcelona, France
Conference papers
hal-01333210v1
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VisPy: Harnessing The GPU For Fast, High-Level VisualizationProceedings of the 14th Python in Science Conference, Jul 2015, Austin, Texas, United States
Conference papers
hal-01208191v1
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Distributed, Asynchronous, Numerical and Adaptive computing: from neurons to behaviorBioComp workshop, GDR BioComp, Oct 2015, Saint Paul de Vence, France
Conference papers
hal-01213784v1
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ReScienceRetour d’expéRiences sur la Recherche Reproductible, Konrad HINSEN, Andrew DAVISON, Christophe POUZAT, Dec 2015, Orléans, France
Conference papers
hal-01237835v1
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Une brève histoire de l'intelligence artificiellePint of Science, May 2015, Bordeaux, France
Conference papers
hal-01219956v1
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The formation of habits: a computational model mixing reinforcement and Hebbian learningThe Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
Conference papers
hal-01252744v1
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Cortical plasticity: a neural field approachApproaching Cognition from the Computational Neuroscience perspective, Sep 2014, Göttingen, Germany
Conference papers
hal-01102299v1
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Le Rôle des corps dans la cognition humaineForum des Sciences Cognitives, Mar 2014, Paris, France
Conference papers
hal-00977509v1
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Cortical Plasticity: A Computational approach6th Workshop of the Computational Neuroscience Network, Mar 2014, Marseille, France
Conference papers
hal-00977476v1
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VISPY, A Modern and Interactive Scientific VisualisationEuroscipy 2013, Aug 2013, Brusells, Belgium
Conference papers
hal-00907830v1
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A computational view of area 3b of primary somatosensory cortexAnnual Computational Neuroscience Meeting, Jul 2013, Paris, France
Conference papers
hal-00908566v1
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A basic model of saccades encodingThe NeuroComp/KEOpS'12 workshop, Oct 2012, Bordeaux, France
Conference papers
hal-00804303v1
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Self-Organizing Dynamic Neural FieldsInternational Conference on Cognitive Neurodynamics, Jun 2011, Niseko village, Hokkaido, Japan
Conference papers
inria-00587508v1
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On asynchronous dynamic neural field computationCinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France
Conference papers
hal-00553429v1
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Saccades generation : from the visual input to the superior colliculusInternational Conference on Neural Computation ICNC 2010, Oct 2010, Valence, Spain
Conference papers
inria-00506397v1
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DANA, Distributed (Asynchronous) Numerical & Adaptive computing framework3rd European meeting on Python in Science - EuroScipy 2010, Ecole Normale Supérieure, Jul 2010, Paris, France
Conference papers
inria-00536385v1
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From Computational Neuroscience to Cellular Automata16th International Workshop on Cellular Automata- AUTOMATA 2010, INRIA, Jun 2010, Nancy, France
Conference papers
inria-00536408v1
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Asynchronous Evaluation as an Efficient and Natural Way to Compute Neural Networks7th 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 adjustmentDeuxième 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 attentionDeuxième 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 saccadesFrom Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany
Conference papers
inria-00166538v1
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Etude des phénomènes d'occlusion dans l'attention visuelle spatiale1ère 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 SearchAnticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006, Rome/Italie, France
Conference papers
inria-00104673v1
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A regularization process to implement self-organizing neuronal networksInternational Conference on Engineering and Mathematics - ENMA 2006, Jul 2006, Bilbao/Spain
Conference papers
inria-00103256v1
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Visual Attention and Continuous Attractor Neural NetworksContinuous Attractor Neural Networks, Aug 2006, Edinburgh
Conference papers
inria-00105645v1
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Using Neural Dynamics to Switch AttentionInternational 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 bandsEuropean Symposium on Artificial Neural Networks, 2004, Bruges, Belgium
Conference papers
inria-00000233v1
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A cerebral framework for integrating biologically plausible mechanisms in large connectionist modelsInternational Conference on Systems in Biology, 2001, Pasadena, USA, United States. 1 p
Conference papers
inria-00100480v1
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Hippocampal Auto-Associative MemoryInternational Joint Conference on Neural Networtks - IJCNN'01, Jul 2001, United States, Washington D.C
Conference papers
inria-00000238v1
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Comportements et MémoiresNeurosciences et Sciences pour l'Ingénieur, Sep 2000, Dinard, France
Conference papers
inria-00099395v1
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A Model of Hippocampal-Cortical Interaction Using a Synaptic Triad MechanismThe 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 CortexInternational Joint Conference on Neural Networtks, 1999, Washington, D. C., 5 p
Conference papers
inria-00098757v1
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Mémoires déclarative et procédurale pour la navigation autonome d'un animatIntelligence Artificielle Située, Jean-Arcady Meyer et Alexis Drogoul, 1999, none, 18 p
Conference papers
inria-00107691v1
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Neuronal mechanisms for sequence learning in behavioral modelingSixteenth 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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De la nécessité de l'intégration d'un modèle d'hippocampe dans une approche corticale de la sélection de l'actionNeurosciences 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 NucleusConference poster hal-04444204v1 |
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Temporal Dynamics in an Attractor Model of the Songbird’s Premotor NucleusCOSYNE 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 neurostimulationFederation 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 robotiqueWACAI 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 LSTMWiML 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 ValuesThird 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?Sixth International Symposium on Biology of Decision Making (SBDM2016), May 2016, Paris, France
Conference poster
hal-01347280v1
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GlumpyEuroScipy, Aug 2015, Cambridge, United Kingdom
Conference poster
hal-01217524v1
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The formation of habits: The implicit supervision of the basal gangliaFifth 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: A computational model mixing reinforcement learning and Hebbian learningThe Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
Conference poster
hal-01156484v1
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Factors affecting reward based decision making : a computational studyConference poster hal-01237929v1 |
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The formation of habits: The implicit supervision of Basal GangliaFENS Featured Regional Meeting 2015, Oct 2015, Thessaloniki, Greece
Conference poster
hal-01238333v1
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A long journey into reproducible computational neuroscience researchFourth 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 cortexTwenty 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?Lex Robotica, Sep 2017, Paris, France. pp.1-19
Documents associated with scientific events
hal-01656676v1
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Open ScienceDocuments associated with scientific events hal-01418314v1 |
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One critic for two actorsDocuments associated with scientific events hal-01418327v1 |
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Scientific Visualization: Python + MatplotlibBooks hal-03427242v1 |
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Vers une recherche reproductibleUnité régionale de formation à l'information scientifique et technique de Bordeaux. Unité régionale de formation à l'information scientifique et technique de Bordeaux, pp.1-161, 2019, 979-10-97595-05-0
Books
hal-02144142v3
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From Python to NumpyZenodo, 2016, ⟨10.5281/zenodo.218740⟩
Books
hal-01422210v1
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Scipy Lecture NotesZenodo, 2015, ⟨10.5281/zenodo.31736⟩
Books
hal-01206546v1
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PréfaceXavier Olive. Programmation Python avancée, Dunod, 2021, 9782100815982
Book sections
hal-03242055v1
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Intelligence artificielle et singularitéBook sections hal-03452067v1 |
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When Artificial Intelligence and Computational Neuroscience meetSpringer. 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 delaysP. Beim Graben and S. Coombes and R. Potthast and J.J. Wright. Neural Field Theory, Springer, 2014
Book sections
hal-00872132v1
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Visual Target Selection Emerges from a Bio-inspired Network TopologyJ. 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 taskM.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
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A distributed model of spatial visual attentionS. 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 Processingnone. Neural, Symbolic and Reinforcement Methods for Sequence Learning, Springer, 28 p, 2000
Book sections
inria-00107857v1
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Numpy tutorial2015, ⟨10.5281/zenodo.28817⟩
Other publications
hal-01185876v1
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L'Intelligence Artificielle n'aura pas lieu2015
Other publications
hal-01107356v1
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CODE beyond FAIR2025
Preprints, Working Papers, ...
hal-04930405v1
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A Mathematical Bias2021
Preprints, Working Papers, ...
hal-03184805v1
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On the design of text editors2020
Preprints, Working Papers, ...
hal-03018466v1
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Modeling the Role of Striatum in Stochastic Multi Context Tasks2017
Preprints, Working Papers, ...
hal-01654436v1
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Ten Simple Rules for Scientific Fraud & Misconduct2017
Preprints, Working Papers, ...
hal-01562601v1
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One critic, two actors: evidence for covert learning in the basal ganglia2017
Preprints, Working Papers, ...
hal-01337332v2
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Implicit knowledge extraction and structuration from electrical diagrams2016
Preprints, Working Papers, ...
hal-01525015v2
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A Long Journey into Reproducible Computational Neuroscience2014
Preprints, Working Papers, ...
hal-01109483v1
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Highlights of the "Software Pillar of Open Science" workshopComité pour la Science Ouverte. 2024
Reports
hal-04600258v1
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Neurosmart, une histoire de cerveau et de passionné·e·s de science[Rapport Technique] RT-0509, Inria. 2020, pp.19
Reports
hal-03013647v1
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Médiation Scientifique : une facette de nos métiers de la recherche[Interne] Inria. 2013, pp.34
Reports
hal-00804915v1
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Exploration de la notion de méta-apprentissage[Rapport de recherche] Université de Lorraine, CNRS, Inria, LORIA, UMR 7503. 2012
Reports
hal-02268027v1
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Algorithmic adjustment of neural field parameters[Research Report] RR-6923, INRIA. 2009, pp.26
Reports
inria-00382533v1
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Mécanisme connexionniste pour l'anticipation visuelle[Interne] 2005
Reports
inria-00000245v1
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Modèles de mémoires pour la navigation autonomeModélisation 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 adaptatifModélisation et simulation. Université Nancy II, 2011
Accreditation to supervise research
tel-00596740v1
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C++ Crash CourseEngineering school. C++ Crash course, http://www.loria.fr/~rougier/teaching/c++-crash-course/index.html, 2012
Lectures
cel-00907297v1
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Matplotlib tutorialDoctoral. Matplotlib tutorial, http://www.loria.fr/~rougier/teaching/matplotlib/matplotlib.html, 2012
Lectures
cel-00907344v1
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