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Frédéric Alexandre

http://www.labri.fr/perso/falexand/
240
Documents

Présentation

My research interests concern the emergence of intelligent behavior by distributed computing with real or artificial neural networks. They are investigated in the domains of **computational neuroscience** and **cognitive modeling**, in tight loop with **neuroscience and the medical domain**. Concerning **computational neuroscience**, I explore the structure/function relations in the brain and the links, at several levels of description, between biologically inspired neural architectures and functioning and learning principles. At the level of the population of neurons, I study adapted elementary mechanisms of neuronal functioning and learning. At the level of information flows, I design models of cerebral structures including the posterior and prefrontal cortex, cerebellum, basal ganglia, thalamus, amygdala, hippocampus with application to perceptive scene interpretation, planning and the related various aspects of memorization. A major challenge concerns exchanges of information and transfer of learning between the neuronal structures. Concerning **cognitive modeling**, I am interested in adaptive behavior for autonomous robotics. My main reference frameworks are embodied cognition and enaction, and I aim at building a global model of the cognitive architecture to study how a variety of functions ranging from perceptive analysis and sensorimotor coordination to executive functions and consciousness are built by interaction with the inner (emotional) and the outer (physical) world. These studies exploit the above-mentioned neural systems but also my other fields of expertise related to machine learning, pattern recognition, data, image and signal processing and neuro-control. Concerning **neuroscience and the medical domain**, I work in the Bordeaux Neurocampus and have other national and international collaborations to feed the loop of interactions, building models from data and knowledge in these domains and assessing and exploiting them for the study of neuronal mechanisms and structures, animal and human behavior and neurodegenerative diseases.
My research interests concern the emergence of intelligent behavior by distributed computing with real or artificial neural networks. They are investigated in the domains of **computational neuroscience** and **cognitive modeling**, in tight loop with **neuroscience and the medical domain**. Concerning **computational neuroscience**, I explore the structure/function relations in the brain and the links, at several levels of description, between biologically inspired neural architectures and functioning and learning principles. At the level of the population of neurons, I study adapted elementary mechanisms of neuronal functioning and learning. At the level of information flows, I design models of cerebral structures including the posterior and prefrontal cortex, cerebellum, basal ganglia, thalamus, amygdala, hippocampus with application to perceptive scene interpretation, planning and the related various aspects of memorization. A major challenge concerns exchanges of information and transfer of learning between the neuronal structures. Concerning **cognitive modeling**, I am interested in adaptive behavior for autonomous robotics. My main reference frameworks are embodied cognition and enaction, and I aim at building a global model of the cognitive architecture to study how a variety of functions ranging from perceptive analysis and sensorimotor coordination to executive functions and consciousness are built by interaction with the inner (emotional) and the outer (physical) world. These studies exploit the above-mentioned neural systems but also my other fields of expertise related to machine learning, pattern recognition, data, image and signal processing and neuro-control. Concerning **neuroscience and the medical domain**, I work in the Bordeaux Neurocampus and have other national and international collaborations to feed the loop of interactions, building models from data and knowledge in these domains and assessing and exploiting them for the study of neuronal mechanisms and structures, animal and human behavior and neurodegenerative diseases.

Publications

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Comment fonctionne ChatGPT ? Décrypter son nom pour comprendre les modèles de langage

Frédéric Alexandre
The Conversation France, 2023
Article dans une revue hal-04156226v1
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De Cambridge Analytica à ChatGPT, comprendre comment l’IA donne un sens aux mots

Frédéric Alexandre
The Conversation France, 2023
Article dans une revue hal-04156230v1
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A new method for quantifying treeline-ecotone change based on multiple spatial pattern dimensions

Déborah Birre , Thierry Feuillet , Roman Lagalis , Johan Milian , Frédéric Alexandre
Landscape Ecology, 2023, 38, pp.18. ⟨10.1007/s10980-022-01589-4⟩
Article dans une revue hal-03942369v1
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A VTA GABAergic computational model of dissociated reward prediction error computation in classical conditioning

Pramod Kaushik , Jérémie Naudé , Surampudi Bapi Raju , Frédéric Alexandre
Neurobiology of Learning and Memory, 2022, 193 (107653), ⟨10.1101/2020.02.06.936997⟩
Article dans une revue hal-03066295v1
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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
Article dans une revue hal-03189215v1
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Why, What and How to help each Citizen to Understand Artificial Intelligence?

Frédéric Alexandre , Jade Becker , Marie-Hélène Comte , Aurelie Lagarrigue , Romain Liblau
KI - Künstliche Intelligenz, 2021, 1-9, pp.1610-1987. ⟨10.1007/s13218-021-00725-7⟩
Article dans une revue hal-03024034v2
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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⟩
Article dans une revue hal-03437920v1
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A global framework for a systemic view of brain modeling

Frédéric Alexandre
Brain Informatics, 2021, 8 (1), pp.22. ⟨10.1186/s40708-021-00126-4⟩
Article dans une revue hal-03143843v1
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LINE - Mnémosyne : Des neurosciences computationnelles aux sciences de l’éducation computationnelles pour la modélisation du cerveau de l’apprenant et du contexte de l’activité d’apprentissage

Margarida Romero , Frédéric Alexandre , Thierry Viéville , Gérard Giraudon
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2020, 108
Article dans une revue hal-02541099v1
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Les relations difficiles entre l'Intelligence Artificielle et les Neurosciences

Frédéric Alexandre
Interstices, 2020
Article dans une revue hal-02925517v1
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Bio-inspired analysis of deep learning on not-so-big data using data-prototypes

Thalita F Drumond , Thierry Viéville , Frédéric Alexandre
Frontiers in Computational Neuroscience, 2019, 12, ⟨10.3389/fncom.2018.00100⟩
Article dans une revue hal-01954911v1
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[Re] The Wisconsin Card Sorting Test: Theoretical analysis and modeling in a neuronal network

Pauline Bock , Frédéric Alexandre
The ReScience journal, 2019, 3 (1), pp.5
Article dans une revue hal-02401066v1
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De quelles façons l'intelligence artificielle se sert-elle des neurosciences ?

Frédéric Alexandre
The Conversation France, 2019
Article dans une revue hal-02388017v1
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Pattern Separation in the Hippocampus: Distinct Circuits under Different Conditions

Randa Kassab , Frédéric Alexandre
Brain Structure and Function, 2018, 223 (6), pp.2785-2808. ⟨10.1007/s00429-018-1659-4⟩
Article dans une revue hal-01931720v1
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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⟩
Article dans une revue hal-01592078v1
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How to Understand Brain-Body-Environment Interactions? Toward a systemic Representationalism

Frédéric Alexandre
Constructivist foundations, 2017, 13 (1), pp.130-131
Article dans une revue hal-01651768v1
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[Re] How Attention Can Create Synaptic Tags for the Learning of Working Memories in Sequential Tasks

Erwan Le Masson , Frédéric Alexandre
The ReScience journal, 2016, 2 (1), ⟨10.1371/journal.pcbi.1004060⟩
Article dans une revue hal-01418735v1
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Autonomous Machine Learning

Frédéric Alexandre
ERCIM News, 2016, Special theme: Machine Learning, 107
Article dans une revue hal-01401888v1
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Integration of exteroceptive and interoceptive information within the hippocampus: a computational study

Randa Kassab , Frédéric Alexandre
Frontiers in Systems Neuroscience, 2015, ⟨10.3389/fnsys.2015.00087⟩
Article dans une revue hal-01237876v1
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A pavlovian model of the amygdala and its influence within the medial temporal lobe

Maxime Carrere , Frédéric Alexandre
Frontiers in Systems Neuroscience, 2015, pp.14. ⟨10.3389/fnsys.2015.00041⟩
Article dans une revue hal-01145790v1
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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⟩
Article dans une revue hal-01201785v1

Comprendre le système le plus complexe de notre planète ?

Frédéric Alexandre , Carlos Carvajal , Thierry Viéville
Mathématiques de la Planète Terre, un jour une brève, 2013
Article dans une revue hal-00919818v1

Retranscription d'entretien, " Une rencontre avec Guy di Méo. Les Murs invisibles "

Véronique Fourault-Cauët , Guy Di Méo , Christophe Quéva , Frédéric Alexandre
Annales de géographie, 2013, 122 (689), pp.22--27
Article dans une revue hal-01640625v1
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Postsynaptic dysfunction is associated with spatial and object recognition memory loss in a natural model of Alzheimer's disease.

Alvaro O Ardiles , Cheril C Tapia-Rojas , Madhuchhanda Mandal , Frédéric Alexandre , Alfredo Kirkwood
Proceedings of the National Academy of Sciences of the United States of America, 2012, 109 (34), pp.13835-40. ⟨10.1073/pnas.1201209109⟩
Article dans une revue hal-00746807v1
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Can Self-Organization Emerge through Dynamic Neural Fields Computation?

Lucian Alecu , Hervé Frezza-Buet , Frédéric Alexandre
Connection Science, 2011, 23 (1), pp.1-31. ⟨10.1080/09540091.2010.526194⟩
Article dans une revue inria-00537799v1

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⟩
Article dans une revue inria-00636532v1
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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⟩
Article dans une revue inria-00536374v1

Idée reçue : Un cerveau artificiel, c’est pour demain

Frédéric Alexandre
Interstices, 2010
Article dans une revue hal-01350264v1

Incremental Data-driven Learning of a Novelty Detection Model for One-Class Classification with Application to High-Dimensional Noisy Data

Randa Kassab , Frédéric Alexandre
Machine Learning, 2009, 74 (2), pp.191-234
Article dans une revue inria-00337973v1
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Cortical basis of communication: local computation, coordination, attention

Frédéric Alexandre
Neural Networks, 2009, 22, pp.126-133
Article dans une revue inria-00335971v1

Is there a continuity between categorical and coordinate spatial relations coding? Evidence from a grid/no-grid working memory paradigm

Romain Martin , Claude Houssemand , Christine Schiltz , Yves Burnod , Frédéric Alexandre
Neuropsychologia, 2008, 46 (2), pp.576-594
Article dans une revue inria-00175249v1

Éléments pour une géographie du ravinement dans les secteurs marneux des Alpes du Sud

Michel Lecompte , Frédéric Alexandre , Mickaël Bertherlot , Axelle Casagrande , Marianne Cohen
Travaux de l'Institut de Géographie de Reims, 2007, 123-124, pp.27-58
Article dans une revue halshs-00737069v1
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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⟩
Article dans une revue inria-00166536v2

Spatio-temporal biologically inspired models for clean and noisy speech recognition

Zouhour Neji Ben Salem , Laurent Bougrain , Frédéric Alexandre
Neurocomputing, 2007, 71 (1-3), pp.131--136. ⟨10.1016/j.neucom.2007.08.009⟩
Article dans une revue inria-00186512v1

Dynamique des paysages et perspectives de développement durable sur la petite cote et dans le delta du Sine - Saloum (Sénégal)

Gabriela Ackermann , Frédéric Alexandre , Julien Andrieu , Catherine Mering , Claire Ollivier
Vertigo, 2006, 7 (2), pp.00-00. ⟨10.4000/vertigo.2206⟩
Article dans une revue halshs-00731713v1
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Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages

Nizar Kerkeni , Frédéric Alexandre , Mohamed Hédi Bedoui , Laurent Bougrain , Mohamed Dogui
WSEAS Transactions on Information Science and Applications, 2005, 2 (11), pp.1854-1861. ⟨10.48550/arXiv.cs/0510083⟩
Article dans une revue inria-00000511v1

A model of contextual effect on reproduced extents in recall tasks: The issue of the imputed motion hypothesis

Jean Christophe Sarrazin , Arnaud Tonnelier , Frédéric Alexandre
Biological Cybernetics (Modeling), 2005, 92 (5), pp.303--315. ⟨10.1007/s00422-005-0553-3⟩
Article dans une revue inria-00000582v1
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Alertness States Classification By SOM and LVQ Neural Networks

Khaled Ben Khalifa , Mohamed Hédi Bedoui , Mohamed Dogui , Frédéric Alexandre
International Journal of Information Technology, 2004, 1 (4), pp.228-231
Article dans une revue inria-00000662v1

Approche connexionniste de la perception du mouvement

Claudio Castellanos Sánchez , Bernard Girau , Frédéric Alexandre
International Journal of Information Sciences for Decision Making, 2004, 13, pp.72-81
Article dans une revue inria-00100242v1
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Knowledge Recovery for Continental-Scale Mineral Exploration by Neural Networks

Laurent Bougrain , Maria Gonzalez , Vincent Bouchot , Daniel Cassard , Andor Lips
Natural Resources Research, 2003, 12 (3), pp.173-181. ⟨10.1023/A:1025123920475⟩
Article dans une revue inria-00099699v1

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

Nicolas P. Rougier , Frédéric Alexandre
ERCIM News, 2003, 53, pp.22-23
Article dans une revue inria-00099617v1

Towards bio-inspired neural networks for visual perception of motion

Claudio Castellanos Sánchez , Frédéric Alexandre , Bernard Girau
ERCIM News, 2003, 55, pp.10-11
Article dans une revue inria-00099830v1

From a biological to a computational model for the autonomous behavior of an animat

Hervé Frezza-Buet , Frédéric Alexandre
Information Sciences, 2002, 144 (1-4), pp.1-43. ⟨10.1016/S0020-0255(02)00195-0⟩
Article dans une revue inria-00100715v1

Knowledge extraction using artificial neural networks: Application to radar target identification

Jean-Francois Remm , Frédéric Alexandre
Signal Processing, 2002, 82 (1), pp.117-120. ⟨10.1016/S0165-1684(01)00142-6⟩
Article dans une revue inria-00100719v1

Modèles connexionnistes de la mémoire

Frédéric Alexandre
Thérapie, 2000, 55, pp.525-532
Article dans une revue inria-00099242v1

Unsupervised Connectionist Algorithms for Clustering an environmental data set : a comparison

Laurent Bougrain , Frédéric Alexandre
Neurocomputing, 1999, 28 (1-3), pp.177-189
Article dans une revue inria-00099002v1
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MEG Encoding using Word Context Semantics in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Frederic Alexandre , Xavier Hinaut
INTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland
Communication dans un congrès hal-04148324v1
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Contrôle Biomimétique de Prothèse par réseaux de neurones

Tristan Barennes , Xavier Hinaut , Frédéric Alexandre
AMINA 2022 - 11ème édition du Workshop Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2022, Monastir, Tunisie
Communication dans un congrès hal-03940097v1
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The Opportunistic PFC: Downstream Modulation of a Hippocampus-inspired Network is Optimal for Contextual Memory Recall

Hugo Chateau-Laurent , Frédéric Alexandre
36th Conference on Neural Information Processing System, Dec 2022, New Orleans, United States
Communication dans un congrès hal-03885715v1
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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
Communication dans un congrès hal-03695814v1
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Multi-task learning with modular reinforcement learning

Jianyong Xue , Frédéric Alexandre
SAB 2022 - 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Virtual, France
Communication dans un congrès hal-03718157v1
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Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to Stories

Subba Reddy Oota , Frederic Alexandre , Xavier Hinaut
CogSci 2022 - Cognitive Science Society, Jul 2022, Toronto, Canada
Communication dans un congrès hal-03697443v1
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Developmental Modular Reinforcement Learning

Jianyong Xue , Frédéric Alexandre
ESANN2022 - 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2022, Bruges / Virtual, Belgium
Communication dans un congrès hal-03701184v1
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Ontology as manifold: towards symbolic and numerical artificial embedding

Chloé Mercier , Frédéric Alexandre , Thierry Viéville
Workshop on VSA and hyperdimensional computing - Winter 2022 session, Luleå University of Technology, Sweden and UC Berkeley, USA, Jan 2022, Virtual, Sweden
Communication dans un congrès hal-03550354v1
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding

Chloé Mercier , Hugo Chateau-Laurent , Frédéric Alexandre , Thierry Viéville
KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam
Communication dans un congrès hal-03360307v3
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Formalizing Problem Solving in Computational Thinking : an Ontology approach

Chloé Mercier , Lisa Roux , Margarida Romero , Frédéric Alexandre , Thierry Viéville
IEEE ICDL 2021 – International Conference on Development and Learning 2021, Aug 2021, Beijing, China
Communication dans un congrès hal-03324136v1
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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⟩
Communication dans un congrès hal-03465820v1
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Towards a Computational Cognitive Neuroscience Model of Creativity

Hugo Chateau-Laurent , Frédéric Alexandre
IEEE ICCI*CC'21 - 20th IEEE International Conference on Cognitive Informatics and Cognitive Computing, Oct 2021, Banff, Canada
Communication dans un congrès hal-03359407v1
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Augmenting Machine Learning with Flexible Episodic Memory

Hugo Chateau-Laurent , Frédéric Alexandre
13th International Joint Conference on Computational Intelligence, Oct 2021, Valletta, Malta
Communication dans un congrès hal-03359384v1
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Reinforcement Symbolic Learning

Chloé Mercier , Frédéric Alexandre , Thierry Viéville
ICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava / Virtual, Slovakia
Communication dans un congrès hal-03327706v1
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Creativity explained by Computational Cognitive Neuroscience

Frédéric Alexandre
ICCC'20 - International Conference on Computational Creativity, Sep 2020, Coimbra, Portugal
Communication dans un congrès hal-02891491v1
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A Structure of Restricted Boltzmann Machine for Modeling System Dynamics

Guillaume Padiolleau , Olivier Bach , Alain Hugget , Denis Penninckx , Frédéric Alexandre
IJCNN 2020 - International Joint Conference on Neural Networks, IEEE, Jul 2020, Glasgow, United Kingdom. pp.8
Communication dans un congrès hal-02925519v1
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Understanding Intelligently Artificial Intelligence : a citizens' open formation

Frédéric Alexandre , Robert de Barretin , Jade Becker , Marie-Hélène Comte , Martine Courbin-Coulaud
International Workshop on Education in Artificial Intelligence K-12 (EduAI), Jul 2020, Ifrane, Morocco
Communication dans un congrès hal-02889682v1

A computational model to study the dynamics of representations of rewards in the orbital and medial frontal cortex

Frédéric Alexandre
Normal and pathological reward processing: From synapse to behavior, 6th Bordeaux Neurocampus Conference, Oct 2019, Bordeaux, France
Communication dans un congrès hal-02388064v1
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Different learning architectures contribute to value prediction in human cognition

Frédéric Alexandre
AIC 2018 : 6th International Workshop on Artificial Intelligence and Cognition, Jul 2018, Palermo, Italy
Communication dans un congrès hal-01931492v1
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Cognitive Architecture and Software Environment for the Design and Experimentation of Survival Behaviors in Artificial Agents

Bhargav Teja Nallapu , Frédéric Alexandre
IJCCI 2018 - 10th International Joint Conference on Computational Intelligence, Sep 2018, Seville, Spain
Communication dans un congrès hal-01931497v1
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A survival task for the design and the assessment of an autonomous agent

Bhargav Teja Nallapu , Frédéric Alexandre
7th International Conference on Biomimetic and Biohybrid Systems, Living Machines 2018, Jul 2018, Paris, France
Communication dans un congrès hal-01931573v1
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A biologically inspired neuronal model of reward prediction error computation

Pramod S Kaushik , Maxime S Carrere , Frédéric Alexandre , Surampudi Bapi Raju
IJCNN 2017 - International Joint Conference on Neural Networks, May 2017, Anchorage, United States. pp.8
Communication dans un congrès hal-01528658v1
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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
Communication dans un congrès hal-01525028v1

What Computational Neuroscience can offer Machine Learning : Autonomous Learning

Frédéric Alexandre
Workshop on Computational Neuroscience: challenges for the 2030, Jan 2017, Valparaiso, Chile
Communication dans un congrès hal-01528663v1

Modeling the ventral hippocampus and its role in the limbic system

Frédéric Alexandre
Journée Scientifique du GDR Neurosciences de la Mémoire, May 2017, Bordeaux, France
Communication dans un congrès hal-01523746v1
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Using prototypes to improve convolutional networks interpretability

Thalita F Drumond , Thierry Viéville , Frédéric Alexandre
NIPS 2017 - 31st Annual Conference on Neural Information Processing Systems: Transparent and interpretable machine learning in safety critical environments Workshop, Dec 2017, Long Beach, United States
Communication dans un congrès hal-01651964v1
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Modeling Neuromodulation as a Framework to Integrate Uncertainty in General Cognitive Architectures

Frédéric Alexandre , Maxime Carrere
The Ninth Conference on Artificial General Intelligence, Jul 2016, New-York, United States. ⟨10.1007/978-3-319-41649-6_33⟩
Communication dans un congrès hal-01342902v1
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A System-Level Model of Noradrenergic Function

Maxime Carrere , Frédéric Alexandre
25th International Conference on Artificial Neural Networks (ICANN), Sep 2016, Barcelona, Spain. pp.214 - 221, ⟨10.1007/978-3-319-44778-0_25⟩
Communication dans un congrès hal-01401890v1
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Beyond Machine Learning: Autonomous Learning

Frédéric Alexandre
8th International Conference on Neural Computation Theory and Applications (NCTA), Nov 2016, Porto, Portugal. pp.97 - 101, ⟨10.5220/0006090300970101⟩
Communication dans un congrès hal-01401895v1
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Modeling the sensory roles of noradrenaline in action selection

Maxime Carrere , Frédéric Alexandre
The Sixth Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (IEEE ICDL-EPIROB), Sep 2016, Cergy-Pontoise / Paris, France
Communication dans un congrès hal-01401882v1
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Modeling pavlovian conditioning with multiple neuronal populations

Maxime Carrere , Frédéric Alexandre
IEEE International Joint Conference on Neural Networks, Jul 2015, Killarney, Ireland. ⟨10.1109/IJCNN.2015.7280716⟩
Communication dans un congrès hal-01237877v1

Intégrer le rôle des émotions dans la modélisation cognitive: apport des neurosciences

Frédéric Alexandre
Journée pour la Modélisation de l'Irrationnel dans la Cognition (JMIC), Jan 2015, Talence, France
Communication dans un congrès hal-01237889v1

Modeling non-standard pathways in early vision : role of the thalamus

Frédéric Alexandre
12th meeting of the french society of Neuroscience, May 2015, Montpellier, France
Communication dans un congrès hal-01237888v1
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A Heteroassociative Learning Model Robust to Interference

Randa Kassab , Frédéric Alexandre
International Joint Conference on Computational Intelligence, Nov 2015, Lisboa, Portugal
Communication dans un congrès hal-01232017v2
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VirtualEnaction: A Platform for Systemic Neuroscience Simulation.

Nicolas Denoyelle , Florian Pouget , Thierry Viéville , Frédéric Alexandre
International Congress on Neurotechnology, Electronics and Informatics, Oct 2014, Rome, Italy
Communication dans un congrès hal-01063054v1

A model of amygdalar modulations and interactions in pavlovian conditioning

Maxime Carrere , Frédéric Alexandre
Neural Computation and Psychology Workshop, Aug 2014, Lancaster, United Kingdom
Communication dans un congrès hal-01095032v1

A computational model of the amygdala revisits pavlovian learning

Frédéric Alexandre
Sino-French International Workshop on Computational Neuroscience, Jun 2014, Shanghai, China
Communication dans un congrès hal-01016188v1
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Feature, Configuration, History : a bio-inspired framework for information representation in neural networks

Frédéric Alexandre , Maxime Carrere , Randa Kassab
International Conference on Neural Computation Theory and Applications, Oct 2014, Rome, Italy
Communication dans un congrès hal-01095036v1

When early vision in the retina attempts to take decisions about visual motion events : the role of konio cells

Elaa Teftef , Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
Third International Symposium on Biology of Decision Making, Université Pierre et Marie Curie (Paris 6), May 2013, Paris, France
Communication dans un congrès hal-00826099v1

To flee or not to flee? Neural Field dynamics shape information flows in a model of the thalamocortical visual system

Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
BC - Bernstein Conference - 2013, Sep 2013, Tübingen, Germany. ⟨10.12751/nncn.bc2013.0002⟩
Communication dans un congrès hal-00858473v1

Which reinforcing signals in autonomous systems?

Thomas Beati , Maxime Carrere , Frédéric Alexandre
Third International Symposium on Biology of Decision Making, May 2013, Paris, France
Communication dans un congrès hal-00826603v1
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Émergence de catégories par interaction entre systèmes d'apprentissage

Maxime Carrere , Frédéric Alexandre
Conférence Francophone sur l'Apprentissage Automatique (CAP), Jul 2013, Lille, France
Communication dans un congrès hal-00826554v1

Impact of the Konio pathway in the thalamocortical visual system: a modeling study

Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
CNS - 22nd Annual Computational Neuroscience Meeting - 2013, Jul 2013, Paris, France. ⟨10.1186/1471-2202-14-S1-P6⟩
Communication dans un congrès hal-00826704v1

A basic model of saccades encoding

Wahiba Taouali , Nicolas P. Rougier , Frédéric Alexandre
The NeuroComp/KEOpS'12 workshop, Oct 2012, Bordeaux, France
Communication dans un congrès hal-00804303v1

Modeling thalamocortical loops

Frédéric Alexandre
French-Chinese workshop in Computational Neuroscience, Dec 2012, Paris, France
Communication dans un congrès hal-00989163v1
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Konio Pathway: An Instinctive Visual Mechanism for Survival and Decision Making?

Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
NeuroComp/KEOpS'12 workshop beyond the retina: from computational models to outcomes in bioengineering. Focus on architecture and dynamics sustaining information flows in the visuomotor system., Oct 2012, Bordeaux, France
Communication dans un congrès hal-00756471v1
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Apprentissage par Renforcement et Réduction de la dimensionnalité : une Approche Bio-inspirée

Frédéric Alexandre , Nishal Shah
Conférence francophone d'Apprentissage - CAP 2011, May 2011, Chambéry, France
Communication dans un congrès inria-00582399v1

Cooperation between reinforcement and procedural learning in the basal ganglia

Nishal Shah , Frédéric Alexandre
International Joint Conference on Neural Networks IJCNN 2011 Special Topic Neuroscience and Neurocognition, Jul 2011, San Jose, CA, United States
Communication dans un congrès inria-00586250v1
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Reinforcement Learning and Dimensionality Reduction: a model in Computational Neuroscience

Nishal Shah , Frédéric Alexandre
International Joint Conference on Neural Networks IJCNN 2011, Jul 2011, San Jose, CA, United States
Communication dans un congrès inria-00586245v1
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Ressource fourragère en Afrique soudano-sahélienne : estimation, cartographie, et suivi par analyse de séries temporelles de NDVI NOAA

Julien Andrieu , Frédéric Alexandre , Alain Genin , Jose San-Emeterio
LES SATELLITES GRAND CHAMP pour le suivi de l'environnement, des ressources naturelles et des risques, Clermont-Ferrand : France (2010), Jan 2010, Clermont-Ferrand, France
Communication dans un congrès hal-00547685v1

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
Communication dans un congrès 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
Communication dans un congrès hal-00553429v1

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
Communication dans un congrès inria-00408178v1

Usefulness of emotions in robots

Frédéric Alexandre
International Society for Research on Emotion Conference, Aug 2009, Leuven, Belgium
Communication dans un congrès inria-00403083v1
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Effects of a Modulatory Feedback upon the BCM learning rule

Thomas Girod , Frédéric Alexandre
Computational Neuroscience, Jul 2009, Berlin, Germany
Communication dans un congrès inria-00402514v1

Neurosciences Computationelles: le cerveau est il un bon modèle de réseaux de neurones ?

Frédéric Alexandre , Bruno Cessac , Thierry Viéville
Séminaire Algorithmique et Programmation des Professeurs de Mathématiques en Classes Préparatoires, May 2008, Marseille, France
Communication dans un congrès inria-00338371v1
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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
Communication dans un congrès hal-00331580v1
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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
Communication dans un congrès hal-00331571v1
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Mécanisme d'auto-organisation corticale : un modèle basé sur la règle de plasticité synaptique BCM

Thomas Girod , Frédéric Alexandre
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès hal-00331561v1
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Behavior learning using emotional conditioning

Guillaume Grenet , Frédéric Alexandre
IROS Workshop "From motor to interaction learning in robots", Olivier Sigaud and Jan Peters and Sethu Vijayakumar, Sep 2008, Nice, France
Communication dans un congrès inria-00335922v1
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Toward a robust 2D spatio-temporal self-organization

Thomas Girod , Laurent Bougrain , Frédéric Alexandre
15th European Symposium on Artificial Neural Networks - ESANN'2007, Apr 2007, Bruges, Belgium
Communication dans un congrès inria-00164462v1
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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
Communication dans un congrès inria-00166538v1
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Reconnaissance automatique des grapho-éléments temporels de l'électroencéphalogramme du sommeil

Nizar Kerkeni , Laurent Bougrain , Mohamed Hédi Bedoui , Frédéric Alexandre , Mohamed Dogui
5ème édition des Ateliers Traitement et Analyse de l'Information : Méthodes et Applications - TAIMA 2007, May 2007, Hammamet, Tunisie
Communication dans un congrès inria-00145478v1

Coordination, attention, communication

Frédéric Alexandre
ICANN Workshop "What it means to communicate", Sep 2007, Porto, Portugal. 10 p
Communication dans un congrès inria-00170335v1

Spatio-Temporal and Complex-Valued Models based on SOM map applied to Speech Recognition

Zouhour Neji Ben Salem , Laurent Bougrain , Frédéric Alexandre
Twentieth International Joint Conference on Artificial Intelligence - IJCAI'2007, Jan 2007, Hyderabad, India
Communication dans un congrès inria-00118122v1
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Supervised neuronal approaches for EEG signal classification: experimental studies

Frédéric Alexandre , Nizar Kerkeni , Khaled Ben Khalifa , Mohamed Hédi Bedoui , Laurent Bougrain
The 10th IASTED International Conference on Artificial Intelligence and Soft Computing - ASC 2006, IASTED, Aug 2006, Palma de Mallorca/Spain
Communication dans un congrès inria-00103248v1
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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
Communication dans un congrès inria-00103256v1
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Classification Automatique des Stades du Sommeil par Réseaux de Neurones Artificiels

Nizar Kerkeni , Frédéric Alexandre , Mohamed Hédi Bedoui , Mohamed Dogui
Troisième Workshop "Applications Médicales de l'Informatique : Nouvelles Approches" - AMINA'2006, Nov 2006, Monastir/Tunisie
Communication dans un congrès inria-00112586v1
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Comparison between two spatio-temporal organization maps for speech recognition

Zouhour Neji Ben Salem , Laurent Bougrain , Frédéric Alexandre
Second IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition - ANNPR 2006, Aug 2006, University of Ulm/Germany, pp.11-20, ⟨10.1007/11829898_2⟩
Communication dans un congrès inria-00104156v1
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Automatic classification of Sleep Stages on a EEG signal by Artificial Neural Networks

Nizar Kerkeni , Frédéric Alexandre , Mohamed Hédi Bedoui , Laurent Bougrain , Mohamed Dogui
5th WSEAS International Conference on SIGNAL, SPEECH and IMAGE PROCESSING - WSEAS SSIP'05, Aug 2005, Corfu Island/Greece
Communication dans un congrès inria-00000512v1

Self-organizing Map Initialization

Mohammed Attik , Laurent Bougrain , Frédéric Alexandre
15th International conference on Artificial Neural Networks - ICANN 2005, Sep 2005, Warsaw/Poland, pp.357--362, ⟨10.1007/11550822_56⟩
Communication dans un congrès inria-00000622v1

Neural Network Topology Optimization

Mohammed Attik , Laurent Bougrain , Frédéric Alexandre
15th International conference on Artificial Neural Networks - ICANN 2005, Sep 2005, Warsaw/Poland, pp.53--58, ⟨10.1007/11550907⟩
Communication dans un congrès inria-00000623v1

Anticipation and selective attention

Frédéric Alexandre
7eme colloque de la Société des Neurosciences, May 2005, Lille/France
Communication dans un congrès inria-00000617v1
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Les spiking neurons : une leçon de la biologie pour le codage et le traitement des données

Frédéric Alexandre
Traitement et Analyse de l'Information Méthodes et Applications - TAIMA'05, Sep 2005, Hammamet/Tunisie
Communication dans un congrès inria-00000506v1

Artificial Neural Networks to extract Knowledge from EEG

Frédéric Alexandre , Nizar Kerkeni , Khaled Ben Khalifa , Mohamed Hédi Bédoui
The IASTED International Conference on Biomedical Engineering - BioMED2005, Feb 2005, Innsbruck/Austria
Communication dans un congrès inria-00001258v1
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Optimal Brain Surgeon Variants for Feature Selection

Mohammed Attik , Laurent Bougrain , Frédéric Alexandre
International Joint Conference on Neural Networks - IJCNN'04, 2004, Budapest, Hungary, 4 p
Communication dans un congrès inria-00099923v1
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Optimal Brain Surgeon Variants for Optimization

Mohammed Attik , Laurent Bougrain , Frédéric Alexandre
16h European Conference on Artificial Intelligence - ECAI'04, 2004, Valencia, Spain, 2 p
Communication dans un congrès inria-00099924v1

Classification and Predictive maps on ore deposits : A Case Study in GIS Andes

Mohammed Attik , Laurent Bougrain , Daniel Cassard , Vincent Bouchot , Frédéric Alexandre
32nd International Geological Congress, 2004, Florence, Italy, 1 p
Communication dans un congrès inria-00100151v1

Parallel FPGA implementation of self-organizing maps

Khaled Ben Khalifa , Bernard Girau , Frédéric Alexandre , Mohamed Hedi Bedoui
International Conference on Microelectronics - ICM'04, 2004, Tunis, Tunisia, 4 p
Communication dans un congrès inria-00100080v1
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A computational neuronal model for hemispheric specialization

Frédéric Alexandre
International Conference on Mathematical Biology and Ecology - MABE'04, 2004, Corfu, Greece, 7 p
Communication dans un congrès inria-00099880v1
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Multi-criteria self-organization: Example of motor-dependent phonetic representation for a multi-modal robot

Olivier Ménard , Frédéric Alexandre , Hervé Frezza-Buet
Neurobotics Workshop of the 27th german conference on Artificial Intelligence, Sep 2004, Ulm, Germany, 12 p
Communication dans un congrès inria-00099901v1
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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
Communication dans un congrès inria-00000233v1

Unsupervised extraction of temporal evolution patterns on an electric arc furnace process

Georges Schutz , Serge Gillé , Frédéric Alexandre
11th IFAC Symposium on Automation in Mining, Mineral and Metal processing - IFAC-MMM 2004, Société de l'Electricité, de l'Electronique, et des Technologies de l'Information et de la Communication - France, Sep 2004, Nancy, France, 6 p
Communication dans un congrès inria-00100167v1

Implantation basse-consommation de cartes auto-organisatrices pour la détection de l'hypovigilance

Khaled Ben Khalifa , Bernard Girau , Mohamed Hedi Bedoui , Frédéric Alexandre , Radoslav Raytchev
14e congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle - RFIA'04, 2004, Toulouse, France, 10 p
Communication dans un congrès inria-00100084v1
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Un réseau de neurones pour des associations multimodales

Abdelmalek Reghis , Frédéric Alexandre , Yann Boniface
14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle - RFIA'2004, 2004, Toulouse, France, 10 p
Communication dans un congrès inria-00107755v1

A connectionist approach for visual perception of motion

Claudio Castellanos Sánchez , Bernard Girau , Frédéric Alexandre
Brain Inspired Cognitive Systems - BICS 2004, International Computing Sciences Conferences (ICSC) Canada, and University of Stirling, Scotland and Imperial College, London, England, 2004, Stirling, United Kingdom, pp.BIS3-1 1-7
Communication dans un congrès inria-00100262v1
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Database Classification by Hybrid Method combining Supervised and Unsupervised Learnings

Juan-Manuel Torres-Moreno , Laurent Bougrain , Frédéric Alexandre
International Conference on Artificial Neural Networks - ICANN'2003, Jun 2003, Istambul, Turkey, pp.37-40
Communication dans un congrès inria-00107724v1

Approche connexionniste de la perception du mouvement

Claudio Castellanos Sánchez , Bernard Girau , Frédéric Alexandre
Manifestation des Jeunes Chercheurs des Sciences et Technologies de l'Information et de la Communication - MajecSTIC'2003, Oct 2003, Marseille, France, 6 p
Communication dans un congrès inria-00099831v1
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Séparation des niveaux de vigilance, à partir d'un signal EEG par les cartes auto-organisatrices de Kohonen

Khaled Ben Khalifa , Mohamed Hédi Bédoui , Radoslav Raychev , Mohamed Dogui , Frédéric Alexandre
Traitement et Analyse de l'Information: Méthodes et Applications - TAIMA'03, R. Deriche, F. Ghorbel, Oct 2003, Hammamet, Tunisie, France. 6 p
Communication dans un congrès inria-00099484v1

Different Levels of Time for Artificial Models and Biological Mechanisms

Frédéric Alexandre
7th International Conference on Simulation of Adaptive Behavior - SAB'02, Aug 2002, Edinburgh UK, 1 p
Communication dans un congrès inria-00100793v1

Implantation d'une carte associative pour l'orientation d'un robot autonome à l'aide d'une image vidéo

Salma Jamoussi , Frédéric Alexandre
Traitement et Analyse d'Images Méthodes et Applications - TAIMA'01, Jun 2001, Hammamet, Tunisie, 6 p
Communication dans un congrès inria-00100419v1

Neural Networks in Dynamic Process Analysis

Georges Schutz , Frédéric Alexandre , Serge Gillé
16th IAR - Annual Meeting - IAR/ICD Workshop, ENSPS (Ecole Nationale Supérieure de Physique de Strasbourg / ULP (Université Louis Pasteur Strasbourg), 2001, Strasbourg, France, pp.105-110
Communication dans un congrès inria-00100657v1

Approche modulaire et architecture dédiée pour l'implantation de réseaux neuromimétiques complexes

Frédéric Alexandre
Colloque Interdisciplinaire en Sciences Cognitives - ARCo'2001, 2001, Lyon, France
Communication dans un congrès inria-00100482v1

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
Communication dans un congrès inria-00100480v1
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Inspiration from Neurosciences to emulate Cognitive Tasks at different Levels of Time

Frédéric Alexandre
Artificial Intelligence & the Simulation of Behaviour - AISB'2000, 2000, Birmingham, UK
Communication dans un congrès inria-00099025v1
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De quelle variabilité sont capables les réseaux de neurones artificiels ?

Frédéric Alexandre
Invariants et variabilité dans les sciences cognitives, ACI Cognitique, Mar 2000, Paris, France, 6 p
Communication dans un congrès inria-00099047v1

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
Communication dans un congrès inria-00099356v1
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Biological Inspiration for Multiple Memories Implementation and Cooperation

Frédéric Alexandre
International Conference on Computational Intelligence, 2000, Kosice, Slovak Republic, 4 p
Communication dans un congrès inria-00099046v1
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Représentation de l'information visuo-spatiale dans les réseaux neuromimétiques

Karima Oucherif , Frédéric Alexandre
10ème Journées Neurosciences et Sciences de l'Ingénieur, Gilles Vaucher, 2000, Dinard, France, 4 p
Communication dans un congrès inria-00107858v1
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Quelques lois d'adaptation pour neurones artificiels et réels

Frédéric Alexandre
Journée sur l'adaptation, 2000, Champenoux, France, 6 p
Communication dans un congrès inria-00099049v1

Une bibliothèque de développement parallèle de réseaux neuromimétiques

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Journées Scientifiques du Centre Charles Hermite, Centre Charles Hermite, 2000, Nancy, France, 1 p
Communication dans un congrès inria-00099367v1

Modélisation stochastique d'une population de neurones, méta-apprentissage dans un problème de classification

Bruno Scherrer , Frédéric Alexandre , François Charpillet , Stéphane Vialle
Neurosciences et sciences de l'ingénieur, 2000, Dinard, France, 4 p
Communication dans un congrès inria-00099114v1
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Vers une représentation interne stable d'informations multimodales : approche connexionniste

Karima Oucherif , Frédéric Alexandre
Colloque invariants et variabilité dans les sciences cognitives, 2000, Paris, France, 1 p
Communication dans un congrès inria-00107862v1
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Unsupervised Connectionist Clustering Algorithms for a better Supervised Prediction : Application to a radio communication problem

Laurent Bougrain , Frédéric Alexandre
International Joint Conference on Neural Networks, International Neural Networks Society, 1999, Washington, USA, 6 p
Communication dans un congrès inria-00107693v1
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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
Communication dans un congrès inria-00098756v1
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Recurrent Neural Networks for mobile phone cell planning using topological information

Laurent Bougrain , Frédéric Alexandre
Fifth International Conference on Engineering Applications of Neural Networks - EANN'99, 1999, Warsaw, Poland, pp.195-199
Communication dans un congrès inria-00107746v1
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Specialization within cortical models : An application to causality learning

Hervé Frezza-Buet , Frédéric Alexandre
7th European Symposium on Artificial Neural Networks - ESANN'99, Apr 1999, Bruges, Belgium, 6 p
Communication dans un congrès inria-00098766v1
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A bridge between two paradigms for parallelism : Neural Networks and general purpose MIMD computers.

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
International Joint Conference on Neural Networtks - IJCNN'99, 1999, Washington, DC, 6 p
Communication dans un congrès inria-00098761v1
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Neurosymbolic Integration for Industrial Applications

Frédéric Alexandre
Human Centered Processes - HCP'99, 10th mini-Euro conference, 1999, Brest, France, pp.469-474
Communication dans un congrès inria-00107586v1
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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
Communication dans un congrès inria-00098757v1

A library to implement neural networks on MIMD machines

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Euro-Par'99 Parallel Processing, CERFACS & ENSEEIHT - IRIT., 1999, Toulouse, France, pp.935-938
Communication dans un congrès inria-00099014v1
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Modeling prefrontal functions for robot navigation

Hervé Frezza-Buet , Frédéric Alexandre
International Joint Conference on Artificial Neural Networks, 1999, none, 6 p
Communication dans un congrès inria-00098765v1

fMRI of the dominant inferior parietal lobule

Marc Braun , Karine Angoi-Duprez , Thierry Jonveaux , Jérome Louis , René Anxionnat
4th International Conference on Functional Mapping of the Human Brain, 1998, Montreal, Canada, pp.452
Communication dans un congrès inria-00098424v1
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A Fuzzy-Logic and Multi-Layer Perceptron Hybrid Model Applied to a Real World Steel-Making Problem

Yannick Lallement , Frédéric Alexandre
International Conference on Neural Networks and their Applications, 1998, Marseille, France, pp.399-402
Communication dans un congrès inria-00098693v1
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Rôle du contexte dans le modèle OWE : Un réseau de neurones artificiels utilisant des connexions axo-synaptiques

Laurent Bougrain , Nicolas Pican , Frédéric Alexandre
NSI, Neurosciences et Sciences de l'Ingénieur, 1998, Munster, 4 p
Communication dans un congrès inria-00098696v1
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Selection of action with a cortically-inspired model

Hervé Frezza-Buet , Frédéric Alexandre
Seventh European Workshop on Learning Robots, 1998, Edimbourgh, pp.13-21
Communication dans un congrès inria-00098709v1
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Aide à la parallélisation des réseaux connexionnistes

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Neurosciences et Sciences pour l'Ingénieur, 1998, Munster, 4 p
Communication dans un congrès inria-00098717v1

Preoperative fMRI exploration of the dominant inferior parietal lobule

Marc Braun , Jérome Louis , Thierry Jonveaux , Frédéric Alexandre , Luc Picard
Symposium Neuroradiologicum XVI, 1998, Philadelphia, USA, pp.182
Communication dans un congrès inria-00098425v1
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Multimodal Sequence Learning with a Cortically-Inspired Model

Hervé Frezza-Buet , Frédéric Alexandre
3nd International Conference on Computational Intelligence & Neuroscience - JCIS'98 - Association for Intelligent Machinery, 1998, none, pp.24-27
Communication dans un congrès inria-00098710v1

Tools & Methodology for Hybrid Neuro-Symbolic Models

Frédéric Alexandre
IMACS Int. Conf. on Computational Engineering in Systems Applications - CESA'98, P. Borne, M. Ksouri, A. El Kamel, 1998, Nabeul (Tunisie)
Communication dans un congrès inria-00108034v1

A model of cortical activation for robot navigation

Hervé Frezza-Buet , Frédéric Alexandre
International Conference on cognitive and neural systems, 1998, Boston, USA, 3 p
Communication dans un congrès inria-00098581v1
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Unsupervised Algorithms for Vector Quantization: Evaluation on an environmental data set

Laurent Bougrain , Frédéric Alexandre
NEURAP, Fourth International Conference on Neural Networks and their Applications, 1998, Marseille, France, pp.347-350
Communication dans un congrès inria-00098695v1
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Towards computational learning science: modeling creative problem solving in child-robot interaction through behavioral learning analytics

Margarida Romero , Frédéric Alexandre
ISLS 2023 - Annual Meeting of the International Society of the Learning Sciences, Jun 2023, Montréal, Canada
Poster de conférence hal-04124474v1
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Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Frédéric Alexandre , Xavier Hinaut
NeuroFrance 2023, May 2023, Lyon, France.
Poster de conférence hal-04154794v1
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MEG Encoding using Neural Language & Speech Models and Shared Context Semantics in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Gaël Jobard , Frédéric Alexandre , Xavier Hinaut
SNL 2023 - Society for the Neurobiology of Language, Oct 2023, Marseille, France.
Poster de conférence hal-04401769v1
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Modelling prefrontal-hippocampal interactions for contextual controlled learning using artificial neural networks

Hugo Chateau-Laurent , Frédéric Alexandre
FENS Forum 2022, Jul 2022, Paris, France
Poster de conférence hal-03941366v1
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The role of cognitive processes in creative problem solving: a computational approach

Frédéric Alexandre , Chloé Mercier , Axel Palaude , Margarida Romero , Thierry Viéville
7th annual meeting of the Society for the Neuroscience of Creativity (SfNC 2022), May 2022, Virtual, United States
Poster de conférence hal-03659409v1
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Apprentissage par renforcement sur des connaissances symboliques structurées : modéliser la résolution créative de problèmes

Chloé Mercier , Margarida Romero , Frédéric Alexandre , Thierry Viéville
CJC-SCo 2022 - Colloque des jeunes chercheur·se·s en sciences cognitives, Apr 2022, Paris, France.
Poster de conférence hal-03678767v1
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How distinct are Syntactic and Semantic Representations in the Brain During Sentence Comprehension?

Subba Reddy Oota , Frédéric Alexandre , Xavier Hinaut
SNL 2022 - 14th Annual Meeting of the Society for Neurobiology of Language, Oct 2022, Philadelphia, United States. 2022
Poster de conférence hal-03942241v1
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Investigating Long-Term Context of Language Models on Brain Activity during Narrative Listening in fMRI

Subba Reddy Oota , Frédéric Alexandre , Xavier Hinaut
FENS Forum 2022, Jul 2022, Paris, France
Poster de conférence hal-03699886v1
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Learning to Parse Sentences with Cross-Situational Learning using Different Word Embeddings Towards Robot Grounding

Subba Reddy Oota , Frédéric Alexandre , Xavier Hinaut
Spatial Language Understanding and Grounded Communication for Robotics Workshop, ACL-IJCNLP 2021, Aug 2021, Bangkok, Thailand.
Poster de conférence hal-03533730v1
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Modèle neuronal unifié du traitement conscient et inconscient

Hugo Chateau-Laurent , Frédéric Alexandre , Chris Eliasmith , Serge Thill
Colloque des Jeunes Chercheur.se.s en Sciences Cognitives 2021, Mar 2021, Online, France
Poster de conférence hal-03169486v1
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From computational neuroscience to computational learning science: modeling the brain of the learner and the context of the learning activity

Margarida Romero , Frédéric Alexandre , Lisa Roux , Gérard Giraudon , Thierry Viéville
SophIA-summit 2020, Nov 2020, Sophia-Antipolis / Virtual, France. 2020
Poster de conférence hal-03018617v1
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A system-level computational model of decision-making and learning in the lateral and medial sub-regions of Orbitofrontal Cortex

Bhargav Teja Nallapu , Frédéric Alexandre
OFC 2019 : Fourth Quadrennial Meeting on OFC Function, Nov 2019, Paris, France
Poster de conférence hal-02417618v1
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A neuro-computational model showing the effects of ventral striatum lesion on the computation of reward prediction error in VTA

Pramod S Kaushik , Frédéric Alexandre
NeuroFrance, the international conference of the french society of Neuroscience, May 2019, Marseille, France. 2019
Poster de conférence hal-02388198v1
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The relational and informational organisation in the orbital and medial prefrontal cortex A study using virtual experimentation

Bhargav Teja Nallapu , Frédéric Alexandre
NeuroFrance, the international conference of the french society of Neuroscience, May 2019, Marseille, France. 2019
Poster de conférence hal-02388181v1
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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
Poster de conférence hal-02491042v1
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Modeling executive functions in the prefrontal cortex

Frédéric Alexandre
XI Dubrovnik Conference on Cognitive Science, May 2019, Dubrovnik, Croatia
Poster de conférence hal-02388018v1
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Interaction between the limbic and sensori-motor cortico-basal loops : a systemic framework to explain animal behaviour

Bhargav Teja Nallapu , Frédéric Alexandre
SBDM 2018 - Eighth International Symposium on Biology of Decision Making, May 2018, Paris, France
Poster de conférence hal-01820371v1
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Modélisation bio-inspirée dans le numérique et la santé

Charlotte Héricé , Ikram Chraibi Kaadoud , Frédéric Alexandre
Fête de la Science 2015 - INRIA Bordeaux Sud-Ouest, Oct 2015, Bordeaux, France.
Poster de conférence hal-01230066v1
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Using the Amygdala in decision making

Maxime Carrere , Frédéric Alexandre
Fifth International Symposium on Biology of Decision Making (SBDM), May 2015, Paris, France
Poster de conférence hal-01237891v1
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Impact of the Konio pathway in the thalamocortical visual system: a modeling study

Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
Twenty Second Annual Computational Neuroscience Meeting : CNS 2013, Jul 2013, Paris, France. 14 (Suppl 1), pp.P6, 2013
Poster de conférence hal-00842314v1
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INRIA's project-team Cortex : Computational Neuroscience

Laurent Bougrain , Carolina Saavedra , Baptiste Payan , Axel Hutt , Maxime Rio
Fourth International Brain-Computer Interface Meeting, May 2010, Monterey, United States
Poster de conférence inria-00549246v1
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L'IA pour mieux apprendre et apprehender L'IA

Frédéric Alexandre , Marie-Hélène Comte , Aurélie Lagarrigue , Thierry Viéville
Enseigner et apprendre à l'ère de l'intelligence artificielle, pp.96, 2023
Chapitre d'ouvrage hal-04037828v1
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Un MOOC pour initier a l'IA : « Intelligence Artificielle avec Intelligence »

Frédéric Alexandre , Marie-Hélène Comte , Aurélie Lagarrigue , Chloé Mercier , Axel Palaude
Canopé. Enseigner et apprendre à l’ère de l’intelligence artificielle, pp.96, 2023
Chapitre d'ouvrage hal-04037791v1
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Délibérer avec l'intelligence artificielle au service de l'intelligence naturelle.

Frédéric Alexandre , Thierry Viéville , Marie-Hélène Comte
Penser calculer délibérer., Mare & Martin, pp.19, 2022
Chapitre d'ouvrage hal-03863994v1

Bio-inspired Robotics

Maria-Jose Escobar , Frédéric Alexandre , Thierry Viéville , Adrian Palacios
Intelligent Systems, Control and Automation: Science and Engineering, 82, Springer Verlag, 2022, Rapid Roboting, 978-3-319-40003-7
Chapitre d'ouvrage hal-03655961v1
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Plusieurs sortes d'IA ?

Frédéric Alexandre
Sébastien Konieczny; Henri Prade. L’intelligence artificielle: De quoi s’agit-il vraiment ?, Cepadues Editions, 2020, 9782364938502
Chapitre d'ouvrage hal-02891487v1
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IA et neurosciences

Frédéric Alexandre
Sébastien Konieczny; Henri Prade. L’intelligence artificielle: De quoi s’agit-il vraiment ?, 117, Cepadues-Editions, pp.15 - 43, 2020, 9782364938502
Chapitre d'ouvrage hal-02891480v1
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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
Chapitre d'ouvrage hal-01735123v1
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Comprendre ou transformer l’humain ? Enjeux et voies potentielles de l’Intelligence Artificielle

Frédéric Alexandre
Centre Catholique International de Coopération avec l’UNESCO; Académie Catholique de France. Puissances technologiques et éthique de la finitude humaine, Parole et Silence, pp.23, 2019
Chapitre d'ouvrage hal-02388015v1
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L'approche systémique : simuler moins pour modéliser plus en neurosciences

Frédéric Alexandre
Actes du colloque "Modélisation: succès et limites", CNRS et Académie des Technologies, CNRS - Académie des Technologies, pp.12, 2018
Chapitre d'ouvrage hal-01933185v1
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A behavioral framework for information representation in the brain

Frédéric Alexandre
Ahmed A. Moustafa. Computational Models of Brain and Behavior, Wiley, pp.403-412, 2017, 978-1-119-15906-3
Chapitre d'ouvrage hal-01651751v1

Rapid Prototyping for Bio–Inspired Robots

Maria-Jose U Escobar , Frédéric Alexandre , Thierry Viéville , Adrian Palacios
Rapid Roboting: Recent Advances on 3D Printers and Robotics , Springer, pp.300, 2017, Intelligent Systems, Control and Automation: Science and Engineering
Chapitre d'ouvrage hal-01427958v1
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A Modular Network Architecture Resolving Memory Interference through Inhibition

Randa Kassab , Frédéric Alexandre
Merelo, J.J. Computational Intelligence, 669, Springer, pp.407-422, 2016, Studies in Computational Intelligence, ⟨10.1007/978-3-319-48506-5⟩
Chapitre d'ouvrage hal-01251022v1
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From biological to numerical experiments in systemic neuroscience: a simulation platform

Nicolas Denoyelle , Maxime Carrere , Florian Pouget , Thierry Viéville , Frédéric Alexandre
A.R. Londral, P. Encarnação. Advances in Neurotechnology, Electronics and Informatics, 12, Springer, 2015, Biosystems & Biorobotics
Chapitre d'ouvrage hal-01227968v1

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
Chapitre d'ouvrage inria-00636517v1
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Une approche systémique du réseau cérébral

Frédéric Alexandre
Eric Letonturier. Les Réseaux, CNRS Editions, pp.129-140, 2012, Les essentiels d'Hermès, 978-2-271-07509-3
Chapitre d'ouvrage hal-00746781v1

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
Chapitre d'ouvrage inria-00000145v1

Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations

Olivier Ménard , Hervé Frezza-Buet , Frédéric Alexandre
Stefan Wermter and Günther Palm and Mark Elshaw. Biomimetic Neural Learning for Intelligent Robots: Intelligent Systems, Cognitive Robotics, and Neuroscience, 3575 (3575), Springer-Verlag, pp.144--161, 2005, Lecture Notes in Artificial Intelligence, 3-540-27440-5. ⟨10.1007/b139051⟩
Chapitre d'ouvrage inria-00000634v1

From Natural to Artificial Intelligence: Numerical processing for cognitive tasks

Frédéric Alexandre , Hervé Frezza-Buet
Paul Bourgine and Jean-Pierre Nadal. Cognitive Economics, Springer, pp.113-130, 2004
Chapitre d'ouvrage inria-00099961v1

Quels modèles neuronaux comme base de l'anticipation ?

Frédéric Alexandre
R. Sock and B. Vaxelaire. L'Anticipation à l'horizon du Présent, Mardaga, 12 p, 2004, Psychologie et Sciences Humaines
Chapitre d'ouvrage inria-00099974v1

Extraction d'invariants et prise en compte de la variabilité dans les réseaux de neurones artificiels

Frédéric Alexandre
J. Lautrey. Invariants et variabilité dans les sciences cognitives, Éditions de la Maison des sciences de l'homme, 10 p, 2002, Cognitique
Chapitre d'ouvrage inria-00147556v1
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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
Chapitre d'ouvrage inria-00107857v1
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Aha ! Le cri de la créativité

Frédéric Alexandre , Chloé Mercier , Thierry Viéville
2022
Autre publication scientifique hal-03557770v2
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L’IA, entre fascination et rejet

Frédéric Alexandre , Marie-Hélène Comte
2021
Autre publication scientifique hal-03494003v1
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Mon cerveau et ses biais dans la prise de décision

Frédéric Alexandre
2021
Autre publication scientifique hal-03476195v1
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Formation à l'IA -épisode 3 : Class'Code / Inria IAI

Frédéric Alexandre , Marie-Hélène Comte , Martine Courbin-Coulaud , Bastien Masse
2021
Autre publication scientifique hal-03120951v2
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Modéliser les circuits cérébraux de la décision pour lutter contre le changement climatique

Frédéric Alexandre
2021
Autre publication scientifique hal-03476211v1
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Les modèles mathématiques : miracle ou supercherie ?

Frédéric Alexandre
2020
Autre publication scientifique hal-02925570v1
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Les hauts de Otesia

Lisa Roux , Margarida Romero , Frédéric Alexandre , Thierry Viéville
2020
Autre publication scientifique hal-03089962v1
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Marvin Minsky : l'intelligence artificielle débraillée

Frédéric Alexandre
2016
Autre publication scientifique hal-01402261v1

Où sont les vrais dangers de l'intelligence artificielle ?

Frédéric Alexandre
2015
Autre publication scientifique hal-01237897v1

Rien de neuf sous le soleil de l’Intelligence Artificielle

Frédéric Alexandre
2015
Autre publication scientifique hal-01237896v1

A modeling study of the dynamic interplay between pathways in the thalamocortical visual system: The Magno and Koniocellular streams case

Carlos Carvajal , Thierry Viéville , Frédéric Alexandre
2013
Autre publication scientifique hal-00874115v1
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Développement d'une ontologie pour l'analyse d'observables de l'apprenant dans le contexte d'une tâche avec des robots modulaires

Lisa Roux , Margarida Romero , Frédéric Alexandre , Thierry Viéville , Chloé Mercier
[Rapport de recherche] RR-9376, Inria. 2020, pp.48
Rapport hal-03013685v2
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Neurosmart, une histoire de cerveau et de passionné·e·s de science

Frédéric Alexandre , Denis Chiron , Ikram Chraibi Kaadoud , Martine Courbin-Coulaud , Snigdha Dagar
[Rapport Technique] RT-0509, Inria. 2020, pp.19
Rapport hal-03013647v1
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Recurrent neural network weight estimation through backward tuning

Thierry Viéville , Xavier Hinaut , Thalita F Drumond , Frédéric Alexandre
[Research Report] RR-9100, Inria Bordeaux Sud-Ouest. 2017, pp.1-54
Rapport hal-01610735v1
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Comprendre les réseaux cérébraux

Frédéric Alexandre
[Rapport de recherche] RR-8219, INRIA. 2013, pp.21
Rapport hal-00783331v1
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Modeling non-standard retinal in/out function using computer vision variational methods

Elaa Teftef , Maria-Jose Escobar , Aland Astudillo , Carlos Carvajal , Bruno Cessac
[Research Report] RR-8217, INRIA. 2013, pp.28
Rapport hal-00783091v2
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Models of Hippocampus for pavlovian learning

Roman Gorojosky , Frédéric Alexandre
[Research Report] RR-8377, INRIA. 2013, pp.77
Rapport hal-00870700v1
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Algorithmic adjustment of neural field parameters

Frédéric Alexandre , Jérémy Fix , Nicolas P. Rougier , Thierry Viéville
[Research Report] RR-6923, INRIA. 2009, pp.26
Rapport inria-00382533v1
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Mécanisme connexionniste pour l'anticipation visuelle

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
[Interne] 2005
Rapport inria-00000245v1
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Analyse et classification des états de vigilance par réseaux de neurones

Khaled Ben Khalifa , Mohamed Hédi Bédoui , Laurent Bougrain , Radoslav Raychev , Mohamed Dogui
[Rapport de recherche] RR-4714, INRIA. 2003, pp.28
Rapport inria-00071872v1