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Researcher identifiers

Number of documents

157

Nicolas P. Rougier

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)

 

Journal articles57 documents

  • Anthony Strock, Nicolas P. Rougier, Xavier Hinaut. Latent space exploration and functionalization of a gated working memory model using conceptors. Cognitive Computation, Springer, 2022, ⟨10.1007/s12559-020-09797-3⟩. ⟨hal-02494493v2⟩
  • Remya Sankar, Nicolas P. Rougier, Arthur Leblois. Computational benefits of structural plasticity, illustrated in songbirds. Neuroscience & Biobehavioral Reviews, Oxford: Elsevier Ltd., In press, 132, pp.1183-1196. ⟨10.1016/j.neubiorev.2021.10.033⟩. ⟨hal-03416314⟩
  • Cyrille Rossant, Nicolas P. Rougier. High-Performance Interactive Scientific Visualization With Datoviz via the Vulkan Low-Level GPU API. Computing in Science and Engineering, Institute of Electrical and Electronics Engineers, 2021, 23 (4), pp.85-90. ⟨10.1109/MCSE.2021.3078345⟩. ⟨hal-03465943⟩
  • Remya Sankar, Nicolas Thou, Nicolas P. Rougier, Arthur Leblois. [Re] A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity. The ReScience journal, GitHub, 2021, 7 (11), ⟨10.5281/zenodo.5718075⟩. ⟨hal-03482094⟩
  • Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre. Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture. Knowledge-Based Systems, Elsevier, 2021, 235, pp.18. ⟨10.1016/j.knosys.2021.107657⟩. ⟨hal-03437920⟩
  • Frédéric Alexandre, Xavier Hinaut, Nicolas P. Rougier, Thierry Viéville. Higher Cognitive Functions in Bio-Inspired Artificial Intelligence. ERCIM News, ERCIM, 2021, Special topic "Brain inspired computing", 125. ⟨hal-03189215⟩
  • Bernard Girau, Benoit Miramond, Nicolas P. Rougier, Andres Upegui. Self-Organizing Machine Architecture. ERCIM News, ERCIM, 2021, 125, pp.4. ⟨hal-03186497⟩
  • Nicolas P. Rougier, Georgios Is Detorakis. Randomized Self Organizing Map. Neural Computation, Massachusetts Institute of Technology Press (MIT Press), In press, ⟨10.1162/neco_a_01406⟩. ⟨hal-03017448⟩
  • Aurélien Nioche, Nicolas P. Rougier, Marc Deffains, Sacha Bourgeois-Gironde, Sébastien Ballesta, et al.. The adaptive value of probability distortion and risk-seeking in macaques' decision-making. Philosophical Transactions of the Royal Society B: Biological Sciences, Royal Society, The, 2021, 376 (1819), pp.20190668. ⟨10.1098/rstb.2019.0668⟩. ⟨hal-03005035v2⟩
  • M. Bourdenx, A. Nioche, S. Dovero, M.-L. Arotcarena, S. Camus, et al.. Identification of distinct pathological signatures induced by patient-derived -synuclein structures in nonhuman primates. Science Advances , American Association for the Advancement of Science (AAAS), 2020, 6 (20), ⟨10.1126/sciadv.aaz9165⟩. ⟨hal-03403421⟩
  • Mathieu Bourdenx, Aurélien Nioche, Sandra Dovero, Marie-Laure Arotcarena, Sandrine M. J. Camus, et al.. Identification of distinct pathological signatures induced by patient-derived α-synuclein structures in nonhuman primates. Science Advances , American Association for the Advancement of Science (AAAS), 2020, 6 (20), pp.eaaz9165. ⟨10.1126/sciadv.aaz9165⟩. ⟨hal-02611441⟩
  • Georgios Is Detorakis, Antoine Chaillet, Nicolas P. Rougier. Stability analysis of a neural field self-organizing map. Journal of Mathematical Neuroscience, BioMed Central, 2020, ⟨10.1186/s13408-020-00097-6⟩. ⟨hal-03005121⟩
  • Etienne Roesch, Nicolas P. Rougier. New journal for reproduction and replication results. Nature, Nature Publishing Group, 2020, 581 (7806), ⟨10.1038/d41586-020-01328-2⟩. ⟨hal-02564844⟩
  • Anthony Strock, Xavier Hinaut, Nicolas P. Rougier. A Robust Model of Gated Working Memory. Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2019, pp.1-29. ⟨10.1162/neco_a_01249⟩. ⟨hal-02371659⟩
  • Pierre Alliez, Roberto Di Cosmo, Benjamin Guedj, Alain Girault, Mohand-Said Hacid, et al.. Attributing and Referencing (Research) Software: Best Practices and Outlook from Inria. Computing in Science and Engineering, Institute of Electrical and Electronics Engineers, 2019, pp.1-14. ⟨10.1109/MCSE.2019.2949413⟩. ⟨hal-02135891v2⟩
  • Aurélien Nioche, Basile Garcia, Thomas Boraud, Nicolas P. Rougier, Sacha Bourgeois-Gironde. Interaction effects between consumer information and firms' decision rules in a duopoly: how cognitive features can impact market dynamics. Palgrave Communications, Nature, 2019, 5 (1), ⟨10.1057/s41599-019-0241-x⟩. ⟨hal-02080610⟩
  • Aurélien Nioche, Basile Garcia, Germain Lefebvre, Thomas Boraud, Nicolas P. Rougier, et al.. Coordination over a unique medium of exchange under information scarcity. Palgrave Communications, Nature, In press. ⟨hal-02356248⟩
  • Nicolas P. Rougier, Konrad Hinsen. Challenge to test reproducibility of old computer code. Nature, Nature Publishing Group, 2019, 574 (7780), pp.634. ⟨10.1038/d41586-019-03296-8⟩. ⟨hal-02340398⟩
  • Nicolas P. Rougier, Konrad Hinsen. Code review poses extra challenges. Nature, Nature Publishing Group, 2018, 556 (7701), pp.309. ⟨10.1038/d41586-018-04628-w⟩. ⟨hal-01773411⟩
  • Meropi Topalidou, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier. A Computational Model of Dual Competition between the Basal Ganglia and the Cortex. eNeuro, Society for Neuroscience, 2018, pp.ENEURO.0339--17.2018. ⟨hal-01925643⟩
  • Nicolas P. Rougier. A Density-Driven Method for the Placement of Biological Cells Over Two-Dimensional Manifolds. Frontiers in Neuroinformatics, Frontiers, 2018, 12, ⟨10.3389/fninf.2018.00012⟩. ⟨hal-01617732v2⟩
  • Fabien C. Y. Benureau, Nicolas P. Rougier. Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming Code into Scientific Contributions. Frontiers in Neuroinformatics, Frontiers, 2018, 11, ⟨10.3389/fninf.2017.00069⟩. ⟨hal-01577578v2⟩
  • Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena Barba, et al.. Sustainable computational science: the ReScience initiative. PeerJ Computer Science, PeerJ, 2017, 3, pp.e142. ⟨10.7717/peerj-cs.142⟩. ⟨hal-01592078⟩
  • Nicolas P. Rougier. [Re] Weighted Voronoi Stippling. The ReScience journal, GitHub, 2017, 3 (1), ⟨10.5281/zenodo.802285⟩. ⟨hal-01532740⟩
  • Olivia Guest, Nicolas P. Rougier. Diversity in Reproducibility. IEEE CIS Newsletter on Cognitive and Developmental Systems, IEEE CIS Technical Committee on CDS, 2016, 13 (2). ⟨hal-01513273⟩
  • Nicolas P. Rougier. Silicon soul: The vain dream of electronic immortality. The Conversation, The Conversation France, 2016. ⟨hal-01251718⟩
  • Nicolas P. Rougier. Why you’ll never be able to upload your brain to the cloud. The Conversation, The Conversation France, 2016. ⟨hal-01251726⟩
  • Camille Piron, Daisuke Kase, Meropi Topalidou, Michel Goillandeau, Hugues Orignac, et al.. The Globus Pallidus Pars Interna in Goal-Oriented and Routine Behaviors: Resolving a Long-Standing Paradox. Movement Disorders, Wiley, 2016, ⟨10.1002/mds.26542⟩. ⟨hal-01317968⟩
  • Olivia Guest, Nicolas P. Rougier. What is computational reproducibility?. IEEE CIS Newsletter on Cognitive and Developmental Systems, IEEE CIS Technical Committee on CDS, 2016, 13 (1). ⟨hal-01358082⟩
  • Meropi Topalidou, Arthur Leblois, Thomas Boraud, Nicolas P. Rougier. A Long Journey into Reproducible Computational Neuroscience. Frontiers in Computational Neuroscience, Frontiers, 2015, pp.2. ⟨10.3389/fncom.2015.00030⟩. ⟨hal-01117873⟩
  • Wahiba Taouali, Laurent Goffart, Frédéric Alexandre, Nicolas P. Rougier. A parsimonious computational model of visual target position encoding in the superior colliculus. Biological Cybernetics (Modeling), Springer Verlag, 2015, 109 (4-5), ⟨10.1007/s00422-015-0660-8⟩. ⟨hal-01201785⟩
  • Meropi Topalidou, Nicolas P. Rougier. [Re] Interaction between cognitive and motor cortico-basal ganglia loops during decision making: a computational study. The ReScience journal, GitHub, 2015, 1 (1), ⟨10.5281/zenodo.27944⟩. ⟨hal-01201790⟩
  • Nicolas P. Rougier. L’intelligence artificielle, mythes et réalités. Interstices, INRIA, 2015. ⟨hal-01163986⟩
  • Nicolas P. Rougier. Esprit in silico : pourquoi l’idée de télécharger son cerveau n’a pas de sens. The Conversation, The Conversation France, 2015. ⟨hal-01233379⟩
  • Nicolas P. Rougier. Esprit in silico : les vains espoirs de l’immortalité. The Conversation, The Conversation France, 2015. ⟨hal-01233377⟩
  • Nicolas P. Rougier, Michael Droettboom, Philip E. Bourne. Ten Simple Rules for Better Figures. PLoS Computational Biology, Public Library of Science, 2014, pp.7. ⟨10.1371/journal.pcbi.1003833⟩. ⟨hal-01063732⟩
  • Nicolas P. Rougier. Visualisation scientifique avec Matplotlib. Linux Magazine France, Diamond Editions, 2014, Linux Mag Hors Série, 73, pp.44-55. ⟨hal-01100170⟩
  • Georgios Is Detorakis, Nicolas P. Rougier. Structure of receptive fields in a computational model of area 3b of primary sensory cortex. Frontiers in Computational Neuroscience, Frontiers, 2014, 8, pp.26. ⟨10.3389/fncom.2014.00076⟩. ⟨hal-01052817⟩
  • Nicolas P. Rougier. Antialiased 2D Grid, Marker, and Arrow Shaders. Journal of Computer Graphics Techniques, Williams College, 2014, 3 (4), pp.52. ⟨hal-01081592⟩
  • Nicolas P. Rougier. Shader-Based Antialiased Dashed Stroked Polylines. Journal of Computer Graphics Techniques, Williams College, 2013, 2 (2), pp.91-107. ⟨hal-00907326⟩
  • Nicolas P. Rougier. Outils et bibliothèques de visualisation. High-Performance Computing Magazine, HPC Médias, 2013, 1 (8), pp.64-65. ⟨hal-00907289⟩
  • Nicolas P. Rougier. Higher Quality 2D Text Rendering. Journal of Computer Graphics Techniques, Williams College, 2013, 2 (1), pp.50-64. ⟨hal-00821839⟩
  • Nicolas P. Rougier, Joanna Jongwane. À propos de la modélisation du cerveau. Interstices, INRIA, 2013. ⟨hal-01350458⟩
  • Georgios Detorakis, Nicolas P. Rougier. A Neural Field Model of the Somatosensory Cortex: Formation, Maintenance and Reorganization of Ordered Topographic Maps. PLoS ONE, Public Library of Science, 2012, 7 (7), pp.e40257. ⟨hal-00716355⟩
  • Nicolas P. Rougier, Jérémy Fix. DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework. Network: Computation in Neural Systems, Taylor & Francis, 2012, 23 (4), pp.237-253. ⟨10.3109/0954898X.2012.721573⟩. ⟨hal-00718780⟩
  • Wahiba Taouali, Thierry Viéville, Nicolas P. Rougier, Frédéric Alexandre. No clock to rule them all. Journal of Physiology - Paris, Elsevier, 2011, 105 (1-3), pp.83-90. ⟨10.1016/j.jphysparis.2011.08.005⟩. ⟨inria-00636532⟩
  • Nicolas P. Rougier, Yann Boniface. Dynamic Self-Organising Map. Neurocomputing, Elsevier, 2011, 74 (11), pp.1840-1847. ⟨10.1016/j.neucom.2010.06.034⟩. ⟨inria-00495827⟩
  • Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre. A dynamic neural field approach to the covert and overt deployment of spatial attention. Cognitive Computation, Springer, 2011, 3 (1), pp.279-293. ⟨10.1007/s12559-010-9083-y⟩. ⟨inria-00536374⟩
  • Nicolas P. Rougier, Axel Hutt. Synchronous and Asynchronous Evaluation of Dynamic Neural Fields. Journal of Difference Equations and Applications, Taylor & Francis, 2010, In press, In press (In press), ⟨10.1080/10236190903051575⟩. ⟨inria-00403107⟩
  • Axel Hutt, Nicolas P. Rougier. Activity spread and breathers induced by finite transmission speeds in two-dimensional neural fields. Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, American Physical Society, 2010, 82, pp.R055701. ⟨inria-00533067⟩
  • Nicolas P. Rougier. Implicit and Explicit Representations. Neural Networks, Elsevier, 2009, 22 (2), pp.155-160. ⟨10.1016/j.neunet.2009.01.00⟩. ⟨inria-00336167⟩
  • Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre. From physiological principles to computational models of the cortex. Journal of Physiology - Paris, Elsevier, 2007, Neuro-Computation: From Sensorimotor Integration to Computational Frameworks, 101 (1-3), pp.32-39. ⟨10.1016/j.jphysparis.2007.10.009⟩. ⟨inria-00166536v2⟩
  • Nicolas P. Rougier. Dynamic Neural Field with Local Inhibition. Biological Cybernetics (Modeling), Springer Verlag, 2006, 94 (3), pp.169-179. ⟨10.1007/s00422-005-0034-8⟩. ⟨inria-00000244⟩
  • Nicolas P. Rougier, David C. Noelle, Todd S. Braver, John D. Cohen, Randall C. O'Reilly. Prefrontal Cortex and Flexible Cognitive Control: Rules Without Symbols. Proceedings of the National Academy of Sciences of the United States of America, National Academy of Sciences, 2005, 102 (20), pp.7338-7343. ⟨inria-00000141⟩
  • Nicolas P. Rougier, Julien Vitay. Emergence of Attention within a Neural Population. Neural Networks, Elsevier, 2005. ⟨inria-00000143⟩
  • Nicolas P. Rougier, Frédéric Alexandre. Emergence of Representations Through Interactions of a Robot with the Real World. ERCIM News, ERCIM, 2003, pp.22-23. ⟨inria-00099617⟩
  • Nicolas P. Rougier, Randall C. O'Reilly. A Gated Prefrontal Cortex Model of Dynamic Task Switching. Cognitive Science, Wiley, 2002. ⟨inria-00000236⟩

Conference papers53 documents

  • Remya Sankar, Arthur Leblois, Nicolas P. Rougier. Dual pathway architecture underlying vocal learning in songbirds. ICDL 2022- International Conference on Development & Learning, Sep 2022, London, United Kingdom. ⟨10.1101/2022.04.02.486814⟩. ⟨hal-03698636⟩
  • Snigdha Dagar, Frédéric Alexandre, Nicolas P. Rougier. From concrete to abstract rules : A computational sketch. BI 22 - The 15th International Conference on Brain Informatics, Jul 2022, Padova, Italy. ⟨hal-03695814⟩
  • Yann Boniface, Nicolas P. Rougier. Une lampe interactive ? Automatisation d'un comportement autonome interactif. Drôles d'objets: un nouvel art de faire, Oct 2021, La Rochelle, France. ⟨10.5281/zenodo.6059093⟩. ⟨hal-03597281⟩
  • Snigdha Dagar, Frédéric Alexandre, Nicolas P. Rougier. Deciphering the contributions of episodic and working memories in increasingly complex decision tasks. IJCNN 2021 - International Joint Conference on Neural Networks, Jul 2021, Shenzhen, China. pp.1-6, ⟨10.1109/IJCNN52387.2021.9534315⟩. ⟨hal-03465820⟩
  • Nicolas P. Rougier. Reproducibility in Machine Learning. ICML 2018 - Workshop on reproducibility in machine learning, Jul 2018, Stockholm, Sweden. ⟨hal-01856189⟩
  • Lyes Khacef, Bernard Girau, Nicolas P. Rougier, Andres Upegui, Benoit Miramond. Neuromorphic hardware as a self-organizing computing system. 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. ⟨hal-01790776⟩
  • Nicolas P. Rougier, Behdad Esfahbod. Digital Typography Rendering. ACM SIGGRAPH Courses, Aug 2018, Vancouver, Canada. ⟨hal-01815193⟩
  • Andres Upegui, Bernard Girau, Nicolas P. Rougier, Fabien Vannel, Benoit Miramond. Pruning Self-Organizing Maps for Cellular Hardware Architectures. AHS 2018 - 12th NASA/ESA Conference on Adaptive Hardware and Systems, Aug 2018, Edinburgh, United Kingdom. pp.272-279, ⟨10.1109/AHS.2018.8541465⟩. ⟨hal-01826263⟩
  • Nicolas P. Rougier. We Redo Science. Bernstein Conference - PhD Symposium, Sep 2018, Berlin, Germany. ⟨hal-01856196⟩
  • Anthony Strock, Nicolas P. Rougier, Xavier Hinaut. A Simple Reservoir Model of Working Memory with Real Values. 2018 International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio de Janeiro, Brazil. ⟨10.1109/IJCNN.2018.8489262⟩. ⟨hal-01803594⟩
  • Nicolas P. Rougier, Yann Boniface. Motivated Self-Organization. 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, , Jun 2017, Nancy, France. ⟨hal-01513519⟩
  • Fabien C y Benureau, Thomas Boraud, Nicolas P Rougier. Habits That Contradict Rewards. 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Sep 2017, Lisbon, Portugal. ⟨hal-01535484⟩
  • Nicolas P. Rougier. Noise as a symmetry breaker. SBDM 2017 - Seventh International Symposium on Biology of Decision Making, May 2017, Bordeaux, France. pp.26. ⟨hal-01573258⟩
  • Konrad Hinsen, Nicolas P. Rougier. ReScience. Open science, transparence et évaluation. Perspectives et enjeux pour les chercheurs, URFIST Bordeaux, Apr 2017, Bordeaux, France. ⟨hal-01573262⟩
  • Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre. Implicit knowledge extraction and structuration from electrical diagrams. The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France. ⟨hal-01525028⟩
  • Bhargav Teja Nallapu, Bapi Raju Surampudi, Nicolas P. Rougier. The art of scaling up : a computational account on action selection in basal ganglia: [FULL Version]. IJCNN 2017 - International Joint Conference on Neural Networks, May 2017, Anchorage, Alaska, United States. ⟨hal-01534459⟩
  • Bhargav Teja Nallapu, Nicolas P. Rougier, Bapi Raju Surampudi. The art of scaling up : a computational account on action selection in basal ganglia. 3rd Annual Conference on Cognitive Science (ACCS 2016), Oct 2016, Gandhinagar, India. ⟨hal-01354041⟩
  • Bhargav Teja Nallapu, Nicolas P. Rougier. Dynamics of reward based decision making a computational study. ICANN 2016 , Sep 2016, Barcelona, France. ⟨hal-01333210⟩
  • Nicolas P. Rougier, Meropi Topalidou, Thomas Boraud, Daisuke Kase. One critic for two actors. GT8 Robotique & Neurosciences, Nov 2016, Bordeaux, France. ⟨hal-01573260⟩
  • Nicolas P. Rougier. Distributed, Asynchronous, Numerical and Adaptive computing: from neurons to behavior. BioComp workshop, GDR BioComp, Oct 2015, Saint Paul de Vence, France. ⟨hal-01213784⟩
  • Meropi Topalidou, Daisuke Kase, Thomas Boraud, Nicolas Rougier. The formation of habits: a computational model mixing reinforcement and Hebbian learning. The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada. ⟨hal-01252744⟩
  • Nicolas P. Rougier. Une brève histoire de l'intelligence artificielle. Pint of Science, May 2015, Bordeaux, France. ⟨hal-01219956⟩
  • Luke Campagnola, Almar Klein, Eric Larson, Cyrille Rossant, Nicolas P. Rougier. VisPy: Harnessing The GPU For Fast, High-Level Visualization. Proceedings of the 14th Python in Science Conference, Jul 2015, Austin, Texas, United States. ⟨hal-01208191⟩
  • Konrad Hinsen, Nicolas P. Rougier. ReScience: Reproducible Science is good. Replicated Science is better.. Retour d’expéRiences sur la Recherche Reproductible, Konrad HINSEN, Andrew DAVISON, Christophe POUZAT, Dec 2015, Orléans, France. ⟨hal-01237835⟩
  • Nicolas P. Rougier. Cortical Plasticity: A Computational approach. 6th Workshop of the Computational Neuroscience Network, Mar 2014, Marseille, France. ⟨hal-00977476⟩
  • Nicolas P. Rougier. Cortical plasticity: a neural field approach. Approaching Cognition from the Computational Neuroscience perspective, Sep 2014, Göttingen, Germany. ⟨hal-01102299⟩
  • Nicolas P. Rougier. Le Rôle des corps dans la cognition humaine. Forum des Sciences Cognitives, Mar 2014, Paris, France. ⟨hal-00977509⟩
  • Georgios Detorakis, Nicolas P. Rougier. A computational view of area 3b of primary somatosensory cortex. Annual Computational Neuroscience Meeting, Jul 2013, Paris, France. ⟨hal-00908566⟩
  • Luke Campagnola, Almar Klein, Cyrille Rossant, Nicolas P. Rougier. VISPY, A Modern and Interactive Scientific Visualisation. Euroscipy 2013, Aug 2013, Brusells, Belgium. ⟨hal-00907830⟩
  • Wahiba Taouali, Nicolas P. Rougier, Frédéric Alexandre. A basic model of saccades encoding. The NeuroComp/KEOpS'12 workshop, Oct 2012, Bordeaux, France. ⟨hal-00804303⟩
  • Nicolas P. Rougier, Georgios Detorakis. Self-Organizing Dynamic Neural Fields. International Conference on Cognitive Neurodynamics, Jun 2011, Niseko village, Hokkaido, Japan. ⟨inria-00587508⟩
  • Nicolas P. Rougier. From Computational Neuroscience to Cellular Automata. 16th International Workshop on Cellular Automata- AUTOMATA 2010, INRIA, Jun 2010, Nancy, France. ⟨inria-00536408⟩
  • Nicolas P. Rougier. DANA, Distributed (Asynchronous) Numerical & Adaptive computing framework. 3rd European meeting on Python in Science - EuroScipy 2010, Ecole Normale Supérieure, Jul 2010, Paris, France. ⟨inria-00536385⟩
  • Wahiba Taouali, Nicolas P. Rougier, Frédéric Alexandre. Saccades generation : from the visual input to the superior colliculus. International Conference on Neural Computation ICNC 2010, Oct 2010, Valence, Spain. ⟨inria-00506397⟩
  • Wahiba Taouali, Thierry Viéville, Nicolas P. Rougier, Frédéric Alexandre. On asynchronous dynamic neural field computation. Cinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France. ⟨hal-00553429⟩
  • Wahiba Taouali, Frédéric Alexandre, Axel Hutt, Nicolas P. Rougier. Asynchronous Evaluation as an Efficient and Natural Way to Compute Neural Networks. 7th International Conference of Numerical Analysis and Applied Mathematics - ICNAAM 2009, Sep 2009, Rethymno, Greece. ⟨inria-00408178⟩
  • Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre. A computational approach to the covert and overt deployment of spatial attention. Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France. ⟨hal-00331580⟩
  • Frédéric Alexandre, Jérémy Fix, Axel Hutt, Nicolas P. Rougier, Thierry Viéville. On practical neural field parameters adjustment. Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France. ⟨hal-00331571⟩
  • Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre. A Top-down attentional system scanning multiple targets with saccades. From Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany. ⟨inria-00166538⟩
  • Jérémy Fix, Julien Vitay, Nicolas P. Rougier. A Computational Model of Spatial Memory Anticipation during Visual Search. Anticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006, Rome/Italie, France. ⟨inria-00104673⟩
  • Z'Hor Ramdane-Cherif, Nicolas P. Rougier. Etude des phénomènes d'occlusion dans l'attention visuelle spatiale. 1ère conférence francophone NEUROsciences COMPutationnelles - NeuroComp, Oct 2006, Pont-à-Mousson, France. ⟨inria-00105543⟩
  • Nicolas P. Rougier. Visual Attention and Continuous Attractor Neural Networks. Continuous Attractor Neural Networks, Aug 2006, Edinburgh. ⟨inria-00105645⟩
  • Frédéric Alexandre, Nicolas P. Rougier, Thierry Viéville. A regularization process to implement self-organizing neuronal networks. International Conference on Engineering and Mathematics - ENMA 2006, Jul 2006, Bilbao/Spain. ⟨inria-00103256⟩
  • Julien Vitay, Nicolas P. Rougier. Using Neural Dynamics to Switch Attention. International Joint Conference on Neural Networks - IJCNN'05, Jul 2005, Montreal, Canada. ⟨inria-00000144⟩
  • Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre. Reducing connectivity by using cortical modular bands. European Symposium on Artificial Neural Networks, 2004, Bruges, Belgium. ⟨inria-00000233⟩
  • Nicolas P. Rougier. Hippocampal Auto-Associative Memory. International Joint Conference on Neural Networtks - IJCNN'01, Jul 2001, United States, Washington D.C. ⟨inria-00000238⟩
  • Nicolas P. Rougier, Frédéric Alexandre. A cerebral framework for integrating biologically plausible mechanisms in large connectionist models. International Conference on Systems in Biology, 2001, Pasadena, USA, United States. 1 p. ⟨inria-00100480⟩
  • Nicolas P. Rougier, Frédéric Alexandre. A Model of Hippocampal-Cortical Interaction Using a Synaptic Triad Mechanism. The Nature of Hippocampal-Cortical Interaction: Theoretical and Experimental Perspectives, 2000, Dublin, Irlande. ⟨inria-00099356⟩
  • Nicolas P. Rougier. Comportements et Mémoires. Neurosciences et Sciences pour l'Ingénieur, Sep 2000, Dinard, France. ⟨inria-00099395⟩
  • Nicolas P. Rougier. Mémoires déclarative et procédurale pour la navigation autonome d'un animat. Intelligence Artificielle Située, Jean-Arcady Meyer et Alexis Drogoul, 1999, none, 18 p. ⟨inria-00107691⟩
  • Nicolas P. Rougier, Frédéric Alexandre. Spatial Knowledge Transfer Between Models of Hippocampus and Associative Cortex. International Joint Conference on Neural Networtks, 1999, Washington, D. C., 5 p. ⟨inria-00098757⟩
  • Nicolas P. Rougier, Hervé Frezza-Buet, Frédéric Alexandre. Neuronal mechanisms for sequence learning in behavioral modeling. Sixteenth International Joint Conference on Artificial Intelligence, Workshop : Neural, Symbolic, and Reinforcement Methods for Sequence Learning, 1999, Stockholm, Sweden, 6 p. ⟨inria-00098756⟩
  • Hervé Frezza-Buet, Nicolas P. Rougier. De la nécessité de l'intégration d'un modèle d'hippocampe dans une approche corticale de la sélection de l'action. Neurosciences et Sciences pour l'Ingénieur, 1998, Munster, France. 4 p. ⟨inria-00098694⟩

Poster communications11 documents

  • Yann Boniface, Nicolas P. Rougier. Interagir sans interpréter Apport d'une IA pour autonomiser un objet robotique. WACAI 2020 - Workshop sur les Affects, Compagnons artificiels et Interactions, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933478⟩
  • Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre. Modeling Implicit Learning : Extracting Implicit Rules from Sequences using LSTM. WiML 2019 - 14th Women in Machine Learning Workshop at NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02491042⟩
  • Anthony Strock, Nicolas P. Rougier, Xavier Hinaut. A Simple Reservoir Model of Working Memory with Real Values. Third workshop on advanced methods in theoretical neuroscience, Jun 2018, Göttingen, Germany. ⟨hal-01861784⟩
  • Meropi Topalidou, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier. Who's the teacher? Who's the pupil?. Sixth International Symposium on Biology of Decision Making (SBDM2016), May 2016, Paris, France. ⟨hal-01347280⟩
  • Bhargav Teja Nallapu, Bapi Raju Surampudi, Nicolas P. Rougier. Factors affecting reward based decision making : a computational study. 3rd International Conference on Cognition, Brain and Computation, Dec 2015, Gandhinagar, India. ⟨hal-01237929⟩
  • Meropi Topalidou, Camille Piron, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier. The formation of habits: The implicit supervision of Basal Ganglia. FENS Featured Regional Meeting 2015, Oct 2015, Thessaloniki, Greece. ⟨hal-01238333⟩
  • Meropi Topalidou, Camille Piron, Daisuke Kaise, Thomas Boraud, Nicolas P. Rougier. The formation of habits: A computational model mixing reinforcement learning and Hebbian learning. The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada. ⟨hal-01156484⟩
  • Meropi Topalidou, Camille Piron, Daisuke Kaise, Thomas Boraud, Nicolas P. Rougier. The formation of habits: The implicit supervision of the basal ganglia. Fifth International Symposium on Biology of Decision Making (SBDM 2015), May 2015, Paris, France. ⟨hal-01156477⟩
  • Nicolas P. Rougier. Glumpy: Fast, scalable and beautiful scientific visualization. EuroScipy, Aug 2015, Cambridge, United Kingdom. ⟨hal-01217524⟩
  • Meropi Topalidou, Arthur Leblois, Thomas Boraud, Nicolas P. Rougier. A long journey into reproducible computational neuroscience research. Fourth International Symposium on Biology of Decision Making (SBDM 2014), May 2014, Paris, France. ⟨hal-01090648⟩
  • Georgios Detorakis, Nicolas P. Rougier. A computational view of area 3b of primary somatosensory cortex. Twenty Second Annual Computational Neuroscience Meeting : CNS 2013, Jul 2013, Paris, France. 14 (Suppl 1), pp.P333, 2013. ⟨hal-00842311⟩

Documents associated with scientific events3 documents

  • Nicolas P. Rougier. Decision Making: who’s in charge?. Lex Robotica, Sep 2017, Paris, France. pp.1-19. ⟨hal-01656676⟩
  • Nicolas P. Rougier. Open Science. AdaWeek, Nov 2016, Paris, France. pp.35. ⟨hal-01418314⟩
  • Nicolas P. Rougier. One critic for two actors. GT8 Robotiques et neurosciences, Nov 2016, Bordeaux, France. ⟨hal-01418327⟩

Books4 documents

Book sections10 documents

  • Nicolas P. Rougier. Intelligence artificielle et singularité. Hypermondes #01 Robots, 2021, 978-2-36183-749-5. ⟨hal-03452067⟩
  • Nicolas P. Rougier. Préface. Xavier Olive. Programmation Python avancée, Dunod, 2021, 9782100815982. ⟨hal-03242055⟩
  • Frédéric Alexandre, Peter Ford Dominey, Philippe Gaussier, Benoît Girard, Mehdi Khamassi, et al.. When Artificial Intelligence and Computational Neuroscience meet. 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. ⟨hal-01735123⟩
  • Anthony Strock, Nicolas P. Rougier, Xavier Hinaut. Using Conceptors to Transfer Between Long-Term and Short-Term Memory. Artificial Neural Networks and Machine Learning —ICANN 2019: Workshop and Special Sessions, Springer, pp.19-23, 2019, ⟨10.1007/978-3-030-30493-5_2⟩. ⟨hal-02387559⟩
  • Nicolas P. Rougier, Konrad Hinsen. ReScience C: A Journal for Reproducible Replications in Computational Science. Bertrand Kerautret; Miguel Colom; Daniel Lopresti; Pascal Monasse; Hugues Talbot. Reproducible Research in Pattern Recognition, 11455, Springer, pp.150-156, 2019, Lecture Notes in Computer Science, 978-3-030-23987-9. ⟨hal-02199854⟩
  • Axel Hutt, Nicolas P. Rougier. Numerical simulation scheme of one-and two-dimensional neural fields involving space-dependent delays. P. Beim Graben and S. Coombes and R. Potthast and J.J. Wright. Neural Field Theory, Springer, 2014. ⟨hal-00872132⟩
  • Wahiba Taouali, Nicolas P. Rougier, Frédéric Alexandre. Visual Target Selection Emerges from a Bio-inspired Network Topology. J. Kacprzyk. Studies in Computational Intelligence, Springer Verlag, 2012. ⟨inria-00636517⟩
  • Jérémy Fix, Julien Vitay, Nicolas P. Rougier. A distributed computational model of spatial memory anticipation during a visual search task. 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. ⟨inria-00166535⟩
  • Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre. A distributed model of spatial visual attention. 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. ⟨inria-00000145⟩
  • Hervé Frezza-Buet, Nicolas P. Rougier, Frédéric Alexandre. Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processing. none. Neural, Symbolic and Reinforcement Methods for Sequence Learning, Springer, 28 p, 2000. ⟨inria-00107857⟩

Other publications4 documents

Preprints, Working Papers, ...6 documents

  • Nicolas P. Rougier, Cédric Brun, Thomas Boraud. A Mathematical Bias. 2021. ⟨hal-03184805⟩
  • Nicolas P. Rougier. On the design of text editors. 2020. ⟨hal-03018466⟩
  • Sabyasachi Shivkumar, V Srinivasa Chakravarthy, Nicolas P. Rougier. Modeling the Role of Striatum in Stochastic Multi Context Tasks. 2017. ⟨hal-01654436⟩
  • Nicolas P. Rougier, John Timmer. Ten Simple Rules for Scientific Fraud & Misconduct. 2017. ⟨hal-01562601⟩
  • Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre. Implicit knowledge extraction and structuration from electrical diagrams. 2016. ⟨hal-01525015v2⟩
  • Meropi Topalidou, Arthur Leblois, Thomas Boraud, Nicolas P. Rougier. A Long Journey into Reproducible Computational Neuroscience. 2014. ⟨hal-01109483⟩

Reports5 documents

  • Frédéric Alexandre, Denis Chiron, Ikram Chraibi Kaadoud, Martine Courbin-Coulaud, Snigdha Dagar, et al.. Neurosmart, une histoire de cerveau et de passionné·e·s de science. [Rapport Technique] RT-0509, Inria. 2020, pp.19. ⟨hal-03013647⟩
  • Antoine Rousseau, Aurélie Darnaud, Brice Goglin, Céline Acharian, Christine Leininger, et al.. Médiation Scientifique : une facette de nos métiers de la recherche. [Interne] Inria. 2013, pp.34. ⟨hal-00804915⟩
  • Matthieu Zimmer, Yann Boniface, Alain Dutech, Nicolas P. Rougier. Exploration de la notion de méta-apprentissage. [Rapport de recherche] Université de Lorraine, CNRS, Inria, LORIA, UMR 7503. 2012. ⟨hal-02268027⟩
  • Frédéric Alexandre, Jérémy Fix, Nicolas P. Rougier, Thierry Viéville. Algorithmic adjustment of neural field parameters. [Research Report] RR-6923, INRIA. 2009, pp.26. ⟨inria-00382533⟩
  • Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre. Mécanisme connexionniste pour l'anticipation visuelle. [Interne] 2005. ⟨inria-00000245⟩

Theses1 document

Habilitation à diriger des recherches1 document

  • Nicolas P. Rougier. Fondements biologiques pour le calcul distribué, numérique et adaptatif. Modélisation et simulation. Université Nancy II, 2011. ⟨tel-00596740⟩

Lectures2 documents

  • Nicolas P. Rougier. Matplotlib tutorial. Doctoral. Matplotlib tutorial, http://www.loria.fr/~rougier/teaching/matplotlib/matplotlib.html, 2012. ⟨cel-00907344⟩
  • Nicolas P. Rougier. C++ Crash Course. Engineering school. C++ Crash course, http://www.loria.fr/~rougier/teaching/c++-crash-course/index.html, 2012. ⟨cel-00907297⟩