Stop treating code like an afterthought: record, share and value it
Roberto Di Cosmo, Sabrina Granger, Konrad Hinsen, Nicolas Jullien, Daniel Le Berre, Violaine Louvet, Camille Maumet, Clémentine Maurice, Raphaël Monat, Nicolas P. Rougier
Nature. 2025-10-07
10.1038/d41586-025-03196-0

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. 2023-02-14
10.7554/eLife.87356.3

Attractor Dynamics Drive Flexible Timing in Birdsong
Fjola Hyseni, Nicolas P. Rougier, Arthur Leblois
Artificial Neural Networks and Machine Learning – ICANN 2023. 2023-01-01
10.1007/978-3-031-44198-1_10

Dual pathway architecture underlying vocal learning in songbirds
Remya Sankar, Arthur Leblois, Nicolas P. Rougier
Preprint bioRxiv. 2022-04-03
10.1101/2022.04.02.486814

Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy
Nathan Trouvain, Nicolas Rougier, Xavier Hinaut
From Animals to Animats 16. 2022-01-01
10.1007/978-3-031-16770-6_8

Computational benefits of structural plasticity, illustrated in songbirds.
Remya Sankar, Nicolas P. Rougier, Arthur Leblois
Neuroscience & Biobehavioral Reviews. 2022-01-01
10.1016/j.neubiorev.2021.10.033

Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture
Ikram Chraibi Kaadoud, Nicolas Rougier, Frédéric Alexandre
Knowledge-Based Systems. 2021-10-01
10.1016/j.knosys.2021.107657

High-performance interactive scientific visualization with DatoViz via the Vulkan low-level GPU API
Cyrille Rossant, Nicolas P. Rougier
Authorea. 2021-05-17
10.22541/au.162129047.76547134/v1

Randomized Self-Organizing Map
Nicolas P. Rougier, Georgios Is. Detorakis
Neural Computation. 2021-07-26
10.1162/neco_a_01406

The adaptive value of probability distortion and risk-seeking in macaques’ decision-making
A. Nioche, N. P. Rougier, M. Deffains, S. Bourgeois-Gironde, S. Ballesta, T. Boraud
Phil. Trans. R. Soc. B. 2021-01-11
10.1098/rstb.2019.0668

Identification of distinct pathological signatures induced by patient-derived α-synuclein structures in nonhuman primates
M. Bourdenx, A. Nioche, S. Dovero, M.-L. Arotcarena, S. Camus, G. Porras, M.-L. Thiolat, N. P. Rougier, A. Prigent, P. Aubert, S. Bohic, C. Sandt, F. Laferrière, E. Doudnikoff, N. Kruse, B. Mollenhauer, S. Novello, M. Morari, T. Leste-Lasserre, I. Trigo Damas, M. Goillandeau, C. Perier, C. Estrada, N. Garcia-Carrillo, A. Recasens, N. N. Vaikath, O. M. A. El-Agnaf, M. T. Herrero, P. Derkinderen, M. Vila, J. A. Obeso, B. Dehay, E. Bezard
Sci. Adv.. 2020-05-01
10.1126/sciadv.aaz9165

New journal for reproduction and replication results
Etienne B. Roesch, Nicolas Rougier
Nature. 2020-05-01
10.1038/d41586-020-01328-2

Coordination over a unique medium of exchange under information scarcity
Aurélien Nioche, Basile Garcia, Germain Lefebvre, Thomas Boraud, Nicolas P. Rougier, Sacha Bourgeois-Gironde
Palgrave Commun. 2019-12-01
10.1057/s41599-019-0362-2

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, G. Porras, M.-L. Thiolat, N. P. Rougier, A. Prigent, P. Aubert, S. Bohic, C. Sandt, F. Laferrière, E. Doudnikoff, N. Kruse, B. Mollenhauer, S. Novello, M. Morari, T. Leste-Lasserre, I. Trigo Damas, M. Goillandeau, C. Perier, C. Estrada, N. Garcia-Carrillo, A. Recasens, N. N. Vaikath, O. M. A. El-Agnaf, M. Trinidad Herrero, P. Derkinderen, M. Vila, J. A. Obeso, B. Dehay, E. Bezard
. 2019-10-31
10.1101/825216

Challenge to test reproducibility of old computer code
Konrad Hinsen, Nicolas Rougier
Nature. 2019-10-01
10.1038/d41586-019-03296-8

A Robust Model of Gated Working Memory
Anthony Strock, Xavier Hinaut, Nicolas P. Rougier
. 2019-03-28
10.1101/589564

ReScience C: A Journal for Reproducible Replications in Computational Science
Nicolas P. Rougier, Konrad Hinsen
Reproducible Research in Pattern Recognition. 2019-01-01
10.1007/978-3-030-23987-9_14

A Computational Model of Dual Competition between the Basal Ganglia and the Cortex
Meropi Topalidou, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier
eNeuro. 2018-12-12
10.1523/ENEURO.0339-17.2018

A natural history of skills
Thomas Boraud, Arthur Leblois, Nicolas P. Rougier
Progress in Neurobiology. 2018-12-01
10.1016/j.pneurobio.2018.08.003

Using neural dynamics to switch attention
J. Vitay, N. Rougier
Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
10.1109/IJCNN.2005.1556384

Pruning Self-Organizing Maps for Cellular Hardware Architectures
Andres Upegui, Bernard Girau, Nicolas Rougier, Fabien Vannel, Benot Miramond
2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS). 2018-08-01
10.1109/AHS.2018.8541465

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). 2018-07-01
10.1109/IJCNN.2018.8489262

Code reviewing puts extra demands on referees.
Nicolas P. Rougier, Konrad Hinsen
Nature. 2018-04-01
10.1038/d41586-018-04628-w

A Density-Driven Method for the Placement of Biological Cells Over Two-Dimensional Manifolds.
Nicolas P. Rougier
Front. Neuroinform.. 2018-03-20
10.3389/fninf.2018.00012

Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming Code into Scientific Contributions.
Fabien C. Y. Benureau, Nicolas P. Rougier
Front. Neuroinform.. 2018-01-04
10.3389/fninf.2017.00069

Digital typography
Nicolas P. Rougier, Behdad Esfahbod
ACM SIGGRAPH 2018 Courses on - SIGGRAPH '18. 2018-01-01
10.1145/3214834.3214837

Sustainable computational science: The ReScience Initiative
Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C.Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael N. Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Daniel McGlinn, Christoph Metzner, Owen Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Joseph Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito
PeerJ Computer Science. 2017-12-18
10.7717/peerj-cs.142

From Python to Numpy

. 2017-08-01
10.5281/zenodo.218740

[Re] Weighted Voronoi Stippling

. 2017-06-03
10.5281/zenodo.802285

Motivated self-organization
Nicolas P. Rougier, Yann Boniface
2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM). 2017-06-01
10.1109/WSOM.2017.8020000

The art of scaling up : AA computational account on action selection in basal ganglia
Bhargav Teja Nallapu, Bapi Raju Surampudi, Nicolas P. Rougier
2017 International Joint Conference on Neural Networks (IJCNN). 2017-05-01
10.1109/IJCNN.2017.7965835

Implicit Knowledge Extraction and Structuration from Electrical Diagrams
Ikram Chraibi Kaadoud, Nicolas Rougier, Frederic Alexandre
Advances in Artificial Intelligence: From Theory to Practice. 2017-01-01
10.1007/978-3-319-60042-0_27

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, Tho-Haï N'Guyen, Nicolas Rougier, Thomas Boraud
Mov Disord.. 2016-02-22
10.1002/mds.26542

Dynamics of Reward Based Decision Making: A Computational Study
Bhargav Teja Nallapu, Nicolas P. Rougier
Artificial Neural Networks and Machine Learning – ICANN 2016. 2016-01-01
10.1007/978-3-319-44778-0_38

Scipy Lecture Notes

. 2015-10-2
10.5281/zenodo.31736

A parsimonious computational model of visual target position encoding in the superior colliculus
Wahiba Taouali, Laurent Goffart, Frédéric Alexandre, Nicolas P. Rougier
Biol Cybern. 2015-09-05
10.1007/s00422-015-0660-8

A Long Journey into Reproducible Computational Neuroscience
Meropi Topalidou, Arthur Leblois, Thomas Boraud, Nicolas P. Rougier
Front. Comput. Neurosci.. 2015-03-05
10.3389/fncom.2015.00030

Ten Simple Rules for Better Figures
Nicolas P. Rougier, Michael Droettboom, Philip E. Bourne
PLoS Comput Biol. 2014-09-11
10.1371/journal.pcbi.1003833

Structure of receptive fields in a computational model of area 3b of primary sensory cortex
Georgios Is. Detorakis, Nicolas P. Rougier
Front. Comput. Neurosci.. 2014-07-28
10.3389/fncom.2014.00076

Numerical simulation scheme of one-and two-dimensional neural fields involving space-dependent delays
Axel Hutt, Nicolas Rougier
Neural Fields. 2014-01-01
10.1007/978-3-642-54593-1_6

Self-Organizing Dynamic Neural Fields
Nicolas P. Rougier, Georgios Is. Detorakis
Advances in Cognitive Neurodynamics (III). 2013-01-01
10.1007/978-94-007-4792-0_38

DANA: Distributed numerical and adaptive modelling framework
Nicolas P. Rougier, Jérémy Fix
Network: Computation in Neural Systems. 2012-09-20
10.3109/0954898X.2012.721573

A Neural Field Model of the Somatosensory Cortex: Formation, Maintenance and Reorganization of Ordered Topographic Maps
Georgios Is. Detorakis, Nicolas P. Rougier
PLoS ONE. 2012-07-12
10.1371/journal.pone.0040257

Visual Target Selection Emerges from a Bio-inspired Network Topology
Wahiba Taouali, Nicolas Rougier, Frédéric Alexandre
Studies in Computational Intelligence. 2012-01-01
10.1007/978-3-642-27534-0_21

Synchronous and asynchronous evaluation of dynamic neural fields
N. P. Rougier, A. Hutt
Journal of Difference Equations and Applications. 2011-08-01
10.1080/10236190903051575

Dynamic self-organising map
Nicolas Rougier, Yann Boniface
Neurocomputing. 2011-05-01
10.1016/j.neucom.2010.06.034

No clock to rule them all
Wahiba Taouali, Thierry Viéville, Nicolas P. Rougier, Frédéric Alexandre
Journal of Physiology-Paris. 2011-01-01
10.1016/j.jphysparis.2011.08.005

Neural Fields and Cortical Plasticity
Rougier Nicolas
Front. Comput. Neurosci.. 2011-01-01
10.3389/conf.fncom.2011.53.00226

A Dynamic Neural Field Approach to the Covert and Overt Deployment of Spatial Attention
Jeremy Fix, Nicolas Rougier, Frederic Alexandre
Cogn Comput. 2010-11-12
10.1007/s12559-010-9083-y

Activity spread and breathers induced by finite transmission speeds in two-dimensional neural fields
Axel Hutt, Nicolas Rougier
Phys. Rev. E. 2010-11-12
10.1103/PhysRevE.82.055701

Implicit and explicit representations
Nicolas P. Rougier
Neural Networks. 2009-03-01
10.1016/j.neunet.2009.01.008

Asynchronous evaluation as an efficient and natural way to compute neural networks
Wahiba Taouali, Frédéric Alexandre, Axel Hutt, Nicolas P. Rougier, Theodore E. Simos, George Psihoyios, Ch. Tsitouras
AIP Conference Proceedings. 2009-01-01
10.1063/1.3241522

From physiological principles to computational models of the cortex
Jeremy Fix, Nicolas Rougier, Frederic Alexandre
Journal of Physiology-Paris. 2007-01-01
10.1016/j.jphysparis.2007.10.009

A Computational Model of Spatial Memory Anticipation during Visual Search

Lecture Notes in Computer Science. 2007-01-01
10.1007/978-3-540-74262-3

A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task
Jérémy Fix, Julien Vitay, Nicolas P. Rougier
Anticipatory Behavior in Adaptive Learning Systems.
10.1007/978-3-540-74262-3_10

Emergence of attention within a neural population
Nicolas P. Rougier, Julien Vitay
Neural Networks. 2006-06-01
10.1016/j.neunet.2005.04.004

Dynamic neural field with local inhibition
Nicolas P. Rougier
Biol Cybern. 2005-12-10
10.1007/s00422-005-0034-8

Prefrontal cortex and flexible cognitive control: Rules without symbols
N. P. Rougier, D. C. Noelle, T. S. Braver, J. D. Cohen, R. C. O'Reilly
Proceedings of the National Academy of Sciences. 2005-05-09
10.1073/pnas.0502455102

A Distributed Model of Spatial Visual Attention
Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre
Biomimetic Neural Learning for Intelligent Robots. 2005-01-01
10.1007/11521082_4

A distributed model of visual spatial attention
N. Rougier
Lecture Notes in Computer Science. 2005-01-01
10.1007/b139051

Learning representations in a gated prefrontal cortex model of dynamic task switching
Nicolas P. Rougier, Randall C. O'Reilly
Cognitive Science. 2002-07-01
10.1207/s15516709cog2604_4

Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processing
Hervé Frezza-Buet, Nicolas Rougier, Frédéric Alexandre
Sequence Learning. 2000-01-01
10.1007/3-540-44565-x_15