
Frédéric Alexandre
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.
Publications
Publications
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Modelling Cross-Situational Learning on Full Sentences in Few Shots with Simple RNNsCogSci 2024 - 46th Annual Meeting of the Cognitive Science Society, Jul 2024, Rotterdam, Netherlands
Communication dans un congrès
hal-04906122
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Relating Hopfield Networks to Episodic ControlNeurIPS 2024 - 38th Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada
Communication dans un congrès
hal-04850730
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Prediction of reaching movements with target information towards trans-humeral prosthesis control using Reservoir Computing and LSTMsICANN 2024 - 33rd International Conference on Artificial Neural Networks and Machine Learning, Sep 2024, Lugano, Switzerland. pp.142--155, ⟨10.1007/978-3-031-72359-9_11⟩
Communication dans un congrès
hal-04700006
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Contextual Control of Hopfield Networks in a Hippocampal ModelCOGSCI 2024 - 46th Annual Conference of the Cognitive Science Society, Jul 2024, Rotterdam, Netherlands
Communication dans un congrès
hal-04639128
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MEG Encoding using Word Context Semantics in Listening StoriesINTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland
Communication dans un congrès
hal-04148324
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From concrete to abstract rules : A computational sketchBI 22 - The 15th International Conference on Brain Informatics, Jul 2022, Padova, Italy
Communication dans un congrès
hal-03695814
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Multi-task learning with modular reinforcement learningSAB 2022 - 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Virtual, France
Communication dans un congrès
hal-03718157
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Contrôle Biomimétique de Prothèse par réseaux de neuronesAMINA 2022 - 11ème édition du Workshop Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2022, Monastir, Tunisie
Communication dans un congrès
hal-03940097
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The Opportunistic PFC: Downstream Modulation of a Hippocampus-inspired Network is Optimal for Contextual Memory Recall36th Conference on Neural Information Processing System, Dec 2022, New Orleans, United States
Communication dans un congrès
hal-03885715
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Ontology as manifold: towards symbolic and numerical artificial embeddingWorkshop 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-03550354
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Developmental Modular Reinforcement LearningESANN2022 - 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2022, Bruges / Virtual, Belgium
Communication dans un congrès
hal-03701184
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Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to StoriesCogSci 2022 - Cognitive Science Society, Jul 2022, Toronto, Canada
Communication dans un congrès
hal-03697443
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Formalizing Problem Solving in Computational Thinking : an Ontology approachIEEE ICDL 2021 – International Conference on Development and Learning 2021, Aug 2021, Beijing, China
Communication dans un congrès
hal-03324136
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embeddingKRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam
Communication dans un congrès
hal-03360307
v3
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Deciphering the contributions of episodic and working memories in increasingly complex decision tasksIJCNN 2021 - International Joint Conference on Neural Networks, Jul 2021, Shenzhen, China. pp.1-6, ⟨10.1109/IJCNN52387.2021.9534315⟩
Communication dans un congrès
hal-03465820
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Reinforcement Symbolic LearningICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava / Virtual, Slovakia
Communication dans un congrès
hal-03327706
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Augmenting Machine Learning with Flexible Episodic Memory13th International Joint Conference on Computational Intelligence, Oct 2021, Valletta, Malta
Communication dans un congrès
hal-03359384
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Towards a Computational Cognitive Neuroscience Model of CreativityIEEE ICCI*CC'21 - 20th IEEE International Conference on Cognitive Informatics and Cognitive Computing, Oct 2021, Banff, Canada
Communication dans un congrès
hal-03359407
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A Structure of Restricted Boltzmann Machine for Modeling System DynamicsIJCNN 2020 - International Joint Conference on Neural Networks, IEEE, Jul 2020, Glasgow, United Kingdom. pp.8
Communication dans un congrès
hal-02925519
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Creativity explained by Computational Cognitive NeuroscienceICCC'20 - International Conference on Computational Creativity, Sep 2020, Coimbra, Portugal
Communication dans un congrès
hal-02891491
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Understanding Intelligently Artificial Intelligence : a citizens' open formationInternational Workshop on Education in Artificial Intelligence K-12 (EduAI), Jul 2020, Ifrane, Morocco
Communication dans un congrès
hal-02889682
v1
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A computational model to study the dynamics of representations of rewards in the orbital and medial frontal cortexNormal and pathological reward processing: From synapse to behavior, 6th Bordeaux Neurocampus Conference, Oct 2019, Bordeaux, France
Communication dans un congrès
hal-02388064
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Cognitive Architecture and Software Environment for the Design and Experimentation of Survival Behaviors in Artificial AgentsIJCCI 2018 - 10th International Joint Conference on Computational Intelligence, Sep 2018, Seville, Spain
Communication dans un congrès
hal-01931497
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Different learning architectures contribute to value prediction in human cognitionAIC 2018 : 6th International Workshop on Artificial Intelligence and Cognition, Jul 2018, Palermo, Italy
Communication dans un congrès
hal-01931492
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A survival task for the design and the assessment of an autonomous agent7th International Conference on Biomimetic and Biohybrid Systems, Living Machines 2018, Jul 2018, Paris, France
Communication dans un congrès
hal-01931573
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Implicit knowledge extraction and structuration from electrical diagramsThe 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France
Communication dans un congrès
hal-01525028
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A biologically inspired neuronal model of reward prediction error computationIJCNN 2017 - International Joint Conference on Neural Networks, May 2017, Anchorage, United States. pp.8
Communication dans un congrès
hal-01528658
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What Computational Neuroscience can offer Machine Learning : Autonomous LearningWorkshop on Computational Neuroscience: challenges for the 2030, Jan 2017, Valparaiso, Chile
Communication dans un congrès
hal-01528663
v1
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Using prototypes to improve convolutional networks interpretabilityNIPS 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-01651964
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Modeling the ventral hippocampus and its role in the limbic systemJournée Scientifique du GDR Neurosciences de la Mémoire, May 2017, Bordeaux, France
Communication dans un congrès
hal-01523746
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A System-Level Model of Noradrenergic Function25th 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-01401890
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Modeling Neuromodulation as a Framework to Integrate Uncertainty in General Cognitive ArchitecturesThe 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-01342902
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Beyond Machine Learning: Autonomous Learning8th International Conference on Neural Computation Theory and Applications (NCTA), Nov 2016, Porto, Portugal. pp.97 - 101, ⟨10.5220/0006090300970101⟩
Communication dans un congrès
hal-01401895
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Modeling the sensory roles of noradrenaline in action selectionThe Sixth Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (IEEE ICDL-EPIROB), Sep 2016, Cergy-Pontoise / Paris, France
Communication dans un congrès
hal-01401882
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A Heteroassociative Learning Model Robust to InterferenceInternational Joint Conference on Computational Intelligence, Nov 2015, Lisboa, Portugal
Communication dans un congrès
hal-01232017
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Modeling non-standard pathways in early vision : role of the thalamus12th meeting of the french society of Neuroscience, May 2015, Montpellier, France
Communication dans un congrès
hal-01237888
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Modeling pavlovian conditioning with multiple neuronal populationsIEEE International Joint Conference on Neural Networks, Jul 2015, Killarney, Ireland. ⟨10.1109/IJCNN.2015.7280716⟩
Communication dans un congrès
hal-01237877
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Intégrer le rôle des émotions dans la modélisation cognitive: apport des neurosciencesJournée pour la Modélisation de l'Irrationnel dans la Cognition (JMIC), Jan 2015, Talence, France
Communication dans un congrès
hal-01237889
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A model of amygdalar modulations and interactions in pavlovian conditioningNeural Computation and Psychology Workshop, Aug 2014, Lancaster, United Kingdom
Communication dans un congrès
hal-01095032
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A computational model of the amygdala revisits pavlovian learningSino-French International Workshop on Computational Neuroscience, Jun 2014, Shanghai, China
Communication dans un congrès
hal-01016188
v1
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Feature, Configuration, History : a bio-inspired framework for information representation in neural networksInternational Conference on Neural Computation Theory and Applications, Oct 2014, Rome, Italy
Communication dans un congrès
hal-01095036
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VirtualEnaction: A Platform for Systemic Neuroscience Simulation.International Congress on Neurotechnology, Electronics and Informatics, Oct 2014, Rome, Italy
Communication dans un congrès
hal-01063054
v1
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When early vision in the retina attempts to take decisions about visual motion events : the role of konio cellsThird International Symposium on Biology of Decision Making, Université Pierre et Marie Curie (Paris 6), May 2013, Paris, France
Communication dans un congrès
hal-00826099
v1
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To flee or not to flee? Neural Field dynamics shape information flows in a model of the thalamocortical visual systemBC - Bernstein Conference - 2013, Sep 2013, Tübingen, Germany. ⟨10.12751/nncn.bc2013.0002⟩
Communication dans un congrès
hal-00858473
v1
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Émergence de catégories par interaction entre systèmes d'apprentissageConférence Francophone sur l'Apprentissage Automatique (CAP), Jul 2013, Lille, France
Communication dans un congrès
hal-00826554
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Which reinforcing signals in autonomous systems?Third International Symposium on Biology of Decision Making, May 2013, Paris, France
Communication dans un congrès
hal-00826603
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Impact of the Konio pathway in the thalamocortical visual system: a modeling studyCNS - 22nd Annual Computational Neuroscience Meeting - 2013, Jul 2013, Paris, France. ⟨10.1186/1471-2202-14-S1-P6⟩
Communication dans un congrès
hal-00826704
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A basic model of saccades encodingThe NeuroComp/KEOpS'12 workshop, Oct 2012, Bordeaux, France
Communication dans un congrès
hal-00804303
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Modeling thalamocortical loopsFrench-Chinese workshop in Computational Neuroscience, Dec 2012, Paris, France
Communication dans un congrès
hal-00989163
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Konio Pathway: An Instinctive Visual Mechanism for Survival and Decision Making?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-00756471
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Reinforcement Learning and Dimensionality Reduction: a model in Computational NeuroscienceInternational Joint Conference on Neural Networks IJCNN 2011, Jul 2011, San Jose, CA, United States
Communication dans un congrès
inria-00586245
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Apprentissage par Renforcement et Réduction de la dimensionnalité : une Approche Bio-inspiréeConférence francophone d'Apprentissage - CAP 2011, May 2011, Chambéry, France
Communication dans un congrès
inria-00582399
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Cooperation between reinforcement and procedural learning in the basal gangliaInternational Joint Conference on Neural Networks IJCNN 2011 Special Topic Neuroscience and Neurocognition, Jul 2011, San Jose, CA, United States
Communication dans un congrès
inria-00586250
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Saccades generation : from the visual input to the superior colliculusInternational Conference on Neural Computation ICNC 2010, Oct 2010, Valence, Spain
Communication dans un congrès
inria-00506397
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Ressource fourragère en Afrique soudano-sahélienne : estimation, cartographie, et suivi par analyse de séries temporelles de NDVI NOAALES 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-00547685
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On asynchronous dynamic neural field computationCinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France
Communication dans un congrès
hal-00553429
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Usefulness of emotions in robotsInternational Society for Research on Emotion Conference, Aug 2009, Leuven, Belgium
Communication dans un congrès
inria-00403083
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Asynchronous Evaluation as an Efficient and Natural Way to Compute Neural Networks7th International Conference of Numerical Analysis and Applied Mathematics - ICNAAM 2009, Sep 2009, Rethymno, Greece
Communication dans un congrès
inria-00408178
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Effects of a Modulatory Feedback upon the BCM learning ruleComputational Neuroscience, Jul 2009, Berlin, Germany
Communication dans un congrès
inria-00402514
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On practical neural field parameters adjustmentDeuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès
hal-00331571
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Neurosciences Computationelles: le cerveau est il un bon modèle de réseaux de neurones ?Séminaire Algorithmique et Programmation des Professeurs de Mathématiques en Classes Préparatoires, May 2008, Marseille, France
Communication dans un congrès
inria-00338371
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A computational approach to the covert and overt deployment of spatial attentionDeuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès
hal-00331580
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Behavior learning using emotional conditioningIROS 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-00335922
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Mécanisme d'auto-organisation corticale : un modèle basé sur la règle de plasticité synaptique BCMDeuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès
hal-00331561
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Coordination, attention, communicationICANN Workshop "What it means to communicate", Sep 2007, Porto, Portugal. 10 p
Communication dans un congrès
inria-00170335
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Reconnaissance automatique des grapho-éléments temporels de l'électroencéphalogramme du sommeil5ème édition des Ateliers Traitement et Analyse de l'Information : Méthodes et Applications - TAIMA 2007, May 2007, Hammamet, Tunisie
Communication dans un congrès
inria-00145478
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A Top-down attentional system scanning multiple targets with saccadesFrom Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany
Communication dans un congrès
inria-00166538
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Spatio-Temporal and Complex-Valued Models based on SOM map applied to Speech RecognitionTwentieth International Joint Conference on Artificial Intelligence - IJCAI'2007, Jan 2007, Hyderabad, India
Communication dans un congrès
inria-00118122
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Toward a robust 2D spatio-temporal self-organization15th European Symposium on Artificial Neural Networks - ESANN'2007, Apr 2007, Bruges, Belgium
Communication dans un congrès
inria-00164462
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Supervised neuronal approaches for EEG signal classification: experimental studiesThe 10th IASTED International Conference on Artificial Intelligence and Soft Computing - ASC 2006, IASTED, Aug 2006, Palma de Mallorca/Spain
Communication dans un congrès
inria-00103248
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Classification Automatique des Stades du Sommeil par Réseaux de Neurones ArtificielsTroisième Workshop "Applications Médicales de l'Informatique : Nouvelles Approches" - AMINA'2006, Nov 2006, Monastir/Tunisie
Communication dans un congrès
inria-00112586
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A regularization process to implement self-organizing neuronal networksInternational Conference on Engineering and Mathematics - ENMA 2006, Jul 2006, Bilbao/Spain
Communication dans un congrès
inria-00103256
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Comparison between two spatio-temporal organization maps for speech recognitionSecond 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-00104156
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Neural Network Topology Optimization15th International conference on Artificial Neural Networks - ICANN 2005, Sep 2005, Warsaw/Poland, pp.53--58, ⟨10.1007/11550907⟩
Communication dans un congrès
inria-00000623
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Anticipation and selective attention7eme colloque de la Société des Neurosciences, May 2005, Lille/France
Communication dans un congrès
inria-00000617
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Les spiking neurons : une leçon de la biologie pour le codage et le traitement des donnéesTraitement et Analyse de l'Information Méthodes et Applications - TAIMA'05, Sep 2005, Hammamet/Tunisie
Communication dans un congrès
inria-00000506
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Automatic classification of Sleep Stages on a EEG signal by Artificial Neural Networks5th WSEAS International Conference on SIGNAL, SPEECH and IMAGE PROCESSING - WSEAS SSIP'05, Aug 2005, Corfu Island/Greece
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inria-00000512
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Self-organizing Map Initialization15th International conference on Artificial Neural Networks - ICANN 2005, Sep 2005, Warsaw/Poland, pp.357--362, ⟨10.1007/11550822_56⟩
Communication dans un congrès
istex
inria-00000622
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Artificial Neural Networks to extract Knowledge from EEGThe IASTED International Conference on Biomedical Engineering - BioMED2005, Feb 2005, Innsbruck/Austria
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inria-00001258
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A computational neuronal model for hemispheric specializationInternational Conference on Mathematical Biology and Ecology - MABE'04, 2004, Corfu, Greece, 7 p
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inria-00099880
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Parallel FPGA implementation of self-organizing mapsInternational Conference on Microelectronics - ICM'04, 2004, Tunis, Tunisia, 4 p
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inria-00100080
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Un réseau de neurones pour des associations multimodales14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle - RFIA'2004, 2004, Toulouse, France, 10 p
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inria-00107755
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Implantation basse-consommation de cartes auto-organisatrices pour la détection de l'hypovigilance14e congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle - RFIA'04, 2004, Toulouse, France, 10 p
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inria-00100084
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Reducing connectivity by using cortical modular bandsEuropean Symposium on Artificial Neural Networks, 2004, Bruges, Belgium
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inria-00000233
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Multi-criteria self-organization: Example of motor-dependent phonetic representation for a multi-modal robotNeurobotics Workshop of the 27th german conference on Artificial Intelligence, Sep 2004, Ulm, Germany, 12 p
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inria-00099901
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A connectionist approach for visual perception of motionBrain 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-00100262
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Classification and Predictive maps on ore deposits : A Case Study in GIS Andes32nd International Geological Congress, 2004, Florence, Italy, 1 p
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inria-00100151
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Optimal Brain Surgeon Variants for Feature SelectionInternational Joint Conference on Neural Networks - IJCNN'04, 2004, Budapest, Hungary, 4 p
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inria-00099923
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Optimal Brain Surgeon Variants for Optimization16h European Conference on Artificial Intelligence - ECAI'04, 2004, Valencia, Spain, 2 p
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inria-00099924
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Unsupervised extraction of temporal evolution patterns on an electric arc furnace process11th 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-00100167
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Database Classification by Hybrid Method combining Supervised and Unsupervised LearningsInternational Conference on Artificial Neural Networks - ICANN'2003, Jun 2003, Istambul, Turkey, pp.37-40
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inria-00107724
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Séparation des niveaux de vigilance, à partir d'un signal EEG par les cartes auto-organisatrices de KohonenTraitement 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-00099484
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Approche connexionniste de la perception du mouvementManifestation des Jeunes Chercheurs des Sciences et Technologies de l'Information et de la Communication - MajecSTIC'2003, Oct 2003, Marseille, France, 6 p
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inria-00099831
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Different Levels of Time for Artificial Models and Biological Mechanisms7th International Conference on Simulation of Adaptive Behavior - SAB'02, Aug 2002, Edinburgh UK, 1 p
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inria-00100793
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Implantation d'une carte associative pour l'orientation d'un robot autonome à l'aide d'une image vidéoTraitement et Analyse d'Images Méthodes et Applications - TAIMA'01, Jun 2001, Hammamet, Tunisie, 6 p
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inria-00100419
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Neural Networks in Dynamic Process Analysis16th 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
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inria-00100657
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Approche modulaire et architecture dédiée pour l'implantation de réseaux neuromimétiques complexesColloque Interdisciplinaire en Sciences Cognitives - ARCo'2001, 2001, Lyon, France
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inria-00100482
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A cerebral framework for integrating biologically plausible mechanisms in large connectionist modelsInternational Conference on Systems in Biology, 2001, Pasadena, USA, United States. 1 p
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inria-00100480
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Inspiration from Neurosciences to emulate Cognitive Tasks at different Levels of TimeArtificial Intelligence & the Simulation of Behaviour - AISB'2000, 2000, Birmingham, UK
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inria-00099025
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De quelle variabilité sont capables les réseaux de neurones artificiels ?Invariants et variabilité dans les sciences cognitives, ACI Cognitique, Mar 2000, Paris, France, 6 p
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inria-00099047
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Modélisation stochastique d'une population de neurones, méta-apprentissage dans un problème de classificationNeurosciences et sciences de l'ingénieur, 2000, Dinard, France, 4 p
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inria-00099114
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Une bibliothèque de développement parallèle de réseaux neuromimétiquesJournées Scientifiques du Centre Charles Hermite, Centre Charles Hermite, 2000, Nancy, France, 1 p
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inria-00099367
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A Model of Hippocampal-Cortical Interaction Using a Synaptic Triad MechanismThe Nature of Hippocampal-Cortical Interaction: Theoretical and Experimental Perspectives, 2000, Dublin, Irlande
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inria-00099356
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Quelques lois d'adaptation pour neurones artificiels et réelsJournée sur l'adaptation, 2000, Champenoux, France, 6 p
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inria-00099049
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Représentation de l'information visuo-spatiale dans les réseaux neuromimétiques10ème Journées Neurosciences et Sciences de l'Ingénieur, Gilles Vaucher, 2000, Dinard, France, 4 p
Communication dans un congrès
inria-00107858
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Biological Inspiration for Multiple Memories Implementation and CooperationInternational Conference on Computational Intelligence, 2000, Kosice, Slovak Republic, 4 p
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inria-00099046
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Vers une représentation interne stable d'informations multimodales : approche connexionnisteColloque invariants et variabilité dans les sciences cognitives, 2000, Paris, France, 1 p
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inria-00107862
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Unsupervised Connectionist Clustering Algorithms for a better Supervised Prediction : Application to a radio communication problemInternational Joint Conference on Neural Networks, International Neural Networks Society, 1999, Washington, USA, 6 p
Communication dans un congrès
inria-00107693
v1
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Specialization within cortical models : An application to causality learning7th European Symposium on Artificial Neural Networks - ESANN'99, Apr 1999, Bruges, Belgium, 6 p
Communication dans un congrès
inria-00098766
v1
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Neuronal mechanisms for sequence learning in behavioral modelingSixteenth International Joint Conference on Artificial Intelligence, Workshop : Neural, Symbolic, and Reinforcement Methods for Sequence Learning, 1999, Stockholm, Sweden, 6 p
Communication dans un congrès
inria-00098756
v1
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Neurosymbolic Integration for Industrial ApplicationsHuman Centered Processes - HCP'99, 10th mini-Euro conference, 1999, Brest, France, pp.469-474
Communication dans un congrès
inria-00107586
v1
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Spatial Knowledge Transfer Between Models of Hippocampus and Associative CortexInternational Joint Conference on Neural Networtks, 1999, Washington, D. C., 5 p
Communication dans un congrès
inria-00098757
v1
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A bridge between two paradigms for parallelism : Neural Networks and general purpose MIMD computers.International Joint Conference on Neural Networtks - IJCNN'99, 1999, Washington, DC, 6 p
Communication dans un congrès
inria-00098761
v1
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Recurrent Neural Networks for mobile phone cell planning using topological informationFifth International Conference on Engineering Applications of Neural Networks - EANN'99, 1999, Warsaw, Poland, pp.195-199
Communication dans un congrès
inria-00107746
v1
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Modeling prefrontal functions for robot navigationInternational Joint Conference on Artificial Neural Networks, 1999, none, 6 p
Communication dans un congrès
inria-00098765
v1
|
A library to implement neural networks on MIMD machinesEuro-Par'99 Parallel Processing, CERFACS & ENSEEIHT - IRIT., 1999, Toulouse, France, pp.935-938
Communication dans un congrès
inria-00099014
v1
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Rôle du contexte dans le modèle OWE : Un réseau de neurones artificiels utilisant des connexions axo-synaptiquesNSI, Neurosciences et Sciences de l'Ingénieur, 1998, Munster, 4 p
Communication dans un congrès
inria-00098696
v1
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Selection of action with a cortically-inspired modelSeventh European Workshop on Learning Robots, 1998, Edimbourgh, pp.13-21
Communication dans un congrès
inria-00098709
v1
|
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A Fuzzy-Logic and Multi-Layer Perceptron Hybrid Model Applied to a Real World Steel-Making ProblemInternational Conference on Neural Networks and their Applications, 1998, Marseille, France, pp.399-402
Communication dans un congrès
inria-00098693
v1
|
Preoperative fMRI exploration of the dominant inferior parietal lobuleSymposium Neuroradiologicum XVI, 1998, Philadelphia, USA, pp.182
Communication dans un congrès
inria-00098425
v1
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Aide à la parallélisation des réseaux connexionnistesNeurosciences et Sciences pour l'Ingénieur, 1998, Munster, 4 p
Communication dans un congrès
inria-00098717
v1
|
fMRI of the dominant inferior parietal lobule4th International Conference on Functional Mapping of the Human Brain, 1998, Montreal, Canada, pp.452
Communication dans un congrès
inria-00098424
v1
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A model of cortical activation for robot navigationInternational Conference on cognitive and neural systems, 1998, Boston, USA, 3 p
Communication dans un congrès
inria-00098581
v1
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Unsupervised Algorithms for Vector Quantization: Evaluation on an environmental data setNEURAP, Fourth International Conference on Neural Networks and their Applications, 1998, Marseille, France, pp.347-350
Communication dans un congrès
inria-00098695
v1
|
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Multimodal Sequence Learning with a Cortically-Inspired Model3nd International Conference on Computational Intelligence & Neuroscience - JCIS'98 - Association for Intelligent Machinery, 1998, none, pp.24-27
Communication dans un congrès
inria-00098710
v1
|
Tools & Methodology for Hybrid Neuro-Symbolic ModelsIMACS 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-00108034
v1
|
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Advantage Race Diffusion mechanism to study the dissociated roles of Orbitofrontal Cortex subregions in instrumental learningThe 5th quadrennial meeting on orbitofrontal cortex function (OFC 2024), Apr 2024, Paris, France.
Poster de conférence
hal-04702416
v1
|
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MEG Encoding using Neural Language & Speech Models and Shared Context Semantics in Listening StoriesSNL 2023 - Society for the Neurobiology of Language, Oct 2023, Marseille, France.
Poster de conférence
hal-04401769
v1
|
|
Towards computational learning science: modeling creative problem solving in child-robot interaction through behavioral learning analyticsISLS 2023 - Annual Meeting of the International Society of the Learning Sciences, Jun 2023, Montréal, Canada
Poster de conférence
hal-04124474
v1
|
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Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening StoriesNeuroFrance 2023, May 2023, Lyon, France.
Poster de conférence
hal-04154794
v1
|
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Modelling prefrontal-hippocampal interactions for contextual controlled learning using artificial neural networksFENS Forum 2022, Jul 2022, Paris, France
Poster de conférence
hal-03941366
v1
|
|
The role of cognitive processes in creative problem solving: a computational approach7th annual meeting of the Society for the Neuroscience of Creativity (SfNC 2022), May 2022, Virtual, United States
Poster de conférence
hal-03659409
v1
|
|
Apprentissage par renforcement sur des connaissances symboliques structurées : modéliser la résolution créative de problèmesCJC-SCo 2022 - Colloque des jeunes chercheur·se·s en sciences cognitives, Apr 2022, Paris, France.
Poster de conférence
hal-03678767
v1
|
|
Investigating Long-Term Context of Language Models on Brain Activity during Narrative Listening in fMRIFENS Forum 2022, Jul 2022, Paris, France
Poster de conférence
hal-03699886
v1
|
|
How distinct are Syntactic and Semantic Representations in the Brain During Sentence Comprehension?SNL 2022 - 14th Annual Meeting of the Society for Neurobiology of Language, Oct 2022, Philadelphia, United States. 2022
Poster de conférence
hal-03942241
v1
|
|
Modèle neuronal unifié du traitement conscient et inconscientColloque des Jeunes Chercheur.se.s en Sciences Cognitives 2021, Mar 2021, Online, France
Poster de conférence
hal-03169486
v1
|
|
Learning to Parse Sentences with Cross-Situational Learning using Different Word Embeddings Towards Robot GroundingSpatial Language Understanding and Grounded Communication for Robotics Workshop, ACL-IJCNLP 2021, Aug 2021, Bangkok, Thailand.
Poster de conférence
hal-03533730
v1
|
|
From computational neuroscience to computational learning science: modeling the brain of the learner and the context of the learning activitySophIA-summit 2020, Nov 2020, Sophia-Antipolis / Virtual, France. 2020
Poster de conférence
hal-03018617
v1
|
|
A neuro-computational model showing the effects of ventral striatum lesion on the computation of reward prediction error in VTANeuroFrance, the international conference of the french society of Neuroscience, May 2019, Marseille, France. 2019
Poster de conférence
hal-02388198
v1
|
|
A system-level computational model of decision-making and learning in the lateral and medial sub-regions of Orbitofrontal CortexOFC 2019 : Fourth Quadrennial Meeting on OFC Function, Nov 2019, Paris, France
Poster de conférence
hal-02417618
v1
|
|
The relational and informational organisation in the orbital and medial prefrontal cortex A study using virtual experimentationNeuroFrance, the international conference of the french society of Neuroscience, May 2019, Marseille, France. 2019
Poster de conférence
hal-02388181
v1
|
|
Modeling executive functions in the prefrontal cortexXI Dubrovnik Conference on Cognitive Science, May 2019, Dubrovnik, Croatia
Poster de conférence
hal-02388018
v1
|
|
Modeling Implicit Learning : Extracting Implicit Rules from Sequences using LSTMWiML 2019 - 14th Women in Machine Learning Workshop at NeurIPS 2019, Dec 2019, Vancouver, Canada
Poster de conférence
hal-02491042
v1
|
|
Interaction between the limbic and sensori-motor cortico-basal loops : a systemic framework to explain animal behaviourSBDM 2018 - Eighth International Symposium on Biology of Decision Making, May 2018, Paris, France
Poster de conférence
hal-01820371
v1
|
|
Modélisation bio-inspirée dans le numérique et la santéFête de la Science 2015 - INRIA Bordeaux Sud-Ouest, Oct 2015, Bordeaux, France.
Poster de conférence
hal-01230066
v1
|
|
Using the Amygdala in decision makingFifth International Symposium on Biology of Decision Making (SBDM), May 2015, Paris, France
Poster de conférence
hal-01237891
v1
|
|
Impact of the Konio pathway in the thalamocortical visual system: a modeling studyTwenty Second Annual Computational Neuroscience Meeting : CNS 2013, Jul 2013, Paris, France. 14 (Suppl 1), pp.P6, 2013
Poster de conférence
hal-00842314
v1
|
|
INRIA's project-team Cortex : Computational NeuroscienceFourth International Brain-Computer Interface Meeting, May 2010, Monterey, United States
Poster de conférence
inria-00549246
v1
|
|
Enseigner et apprendre à l'ère de l'intelligence artificielleCanopé, Livre blanc, 2023
Ouvrages
hal-04013223
v2
|
Continu et discontinu dans l'espace géographiquePresses universitaires François-Rabelais, pp.440, 2008, 9782869062351
Ouvrages
halshs-00737753
v1
|
|
Learning Artificial Intelligence Through Open Educational ResourcesAlex Urmeneta; Margarida Romero. Creative Applications of Artificial Intelligence in Education., pp.35 - 43, 2024, 978-3-031-55272-4. ⟨10.1007/978-3-031-55272-4_3⟩
Chapitre d'ouvrage
hal-04582206
v1
|
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Un MOOC pour initier a l'IA : « Intelligence Artificielle avec Intelligence »Canopé. Enseigner et apprendre à l’ère de l’intelligence artificielle, pp.96, 2023
Chapitre d'ouvrage
hal-04037791
v1
|
|
L'IA pour mieux apprendre et apprehender L'IAEnseigner et apprendre à l'ère de l'intelligence artificielle, pp.96, 2023
Chapitre d'ouvrage
hal-04037828
v1
|
Bio-inspired RoboticsIntelligent Systems, Control and Automation: Science and Engineering, 82, Springer Verlag, 2022, Rapid Roboting, 978-3-319-40003-7
Chapitre d'ouvrage
hal-03655961
v1
|
|
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Délibérer avec l'intelligence artificielle au service de l'intelligence naturelle.Penser calculer délibérer., Mare & Martin, pp.19, 2022
Chapitre d'ouvrage
hal-03863994
v1
|
|
IA et neurosciencesSébastien Konieczny; Henri Prade. L’intelligence artificielle: De quoi s’agit-il vraiment ?, 117, Cepadues-Editions, pp.15 - 43, 2020, 9782364938502
Chapitre d'ouvrage
hal-02891480
v1
|
|
Plusieurs sortes d'IA ?Sébastien Konieczny; Henri Prade. L’intelligence artificielle: De quoi s’agit-il vraiment ?, Cepadues Editions, 2020, 9782364938502
Chapitre d'ouvrage
hal-02891487
v1
|
|
When Artificial Intelligence and Computational Neuroscience meetSpringer. A guided tour of artificial intelligence research, Interfaces and applications of artificial intelligence, 3, 2020, Interfaces and Applications of Artificial Intelligence, 978-3-030-06170-8
Chapitre d'ouvrage
hal-01735123
v1
|
|
Comprendre ou transformer l’humain ? Enjeux et voies potentielles de l’Intelligence ArtificielleCentre 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-02388015
v1
|
|
L'approche systémique : simuler moins pour modéliser plus en neurosciencesActes du colloque "Modélisation: succès et limites", CNRS et Académie des Technologies, CNRS - Académie des Technologies, pp.12, 2018
Chapitre d'ouvrage
hal-01933185
v1
|
|
A behavioral framework for information representation in the brainAhmed A. Moustafa. Computational Models of Brain and Behavior, Wiley, pp.403-412, 2017, 978-1-119-15906-3
Chapitre d'ouvrage
hal-01651751
v1
|
Rapid Prototyping for Bio–Inspired RobotsRapid Roboting: Recent Advances on 3D Printers and Robotics , Springer, pp.300, 2017, Intelligent Systems, Control and Automation: Science and Engineering
Chapitre d'ouvrage
hal-01427958
v1
|
|
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A Modular Network Architecture Resolving Memory Interference through InhibitionMerelo, 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-01251022
v1
|
|
From biological to numerical experiments in systemic neuroscience: a simulation platformA.R. Londral, P. Encarnação. Advances in Neurotechnology, Electronics and Informatics, 12, Springer, 2015, Biosystems & Biorobotics
Chapitre d'ouvrage
hal-01227968
v1
|
|
Une approche systémique du réseau cérébralEric Letonturier. Les Réseaux, CNRS Editions, pp.129-140, 2012, Les essentiels d'Hermès, 978-2-271-07509-3
Chapitre d'ouvrage
hal-00746781
v1
|
Visual Target Selection Emerges from a Bio-inspired Network TopologyJ. Kacprzyk. Studies in Computational Intelligence, Springer Verlag, 2012
Chapitre d'ouvrage
inria-00636517
v1
|
|
A distributed model of spatial visual attentionS. Wermter, G. Palm and M. Elshaw. Biomimetic Neural Learning for Intelligent Robotics, 3575 (3575), Springer-Verlag, pp.54-72, 2005, Lecture Notes in Computer Science, 3-540-27440-5
Chapitre d'ouvrage
inria-00000145
v1
|
|
Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic RepresentationsStefan 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-00000634
v1
|
|
Quels modèles neuronaux comme base de l'anticipation ?R. Sock and B. Vaxelaire. L'Anticipation à l'horizon du Présent, Mardaga, 12 p, 2004, Psychologie et Sciences Humaines
Chapitre d'ouvrage
inria-00099974
v1
|
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From Natural to Artificial Intelligence: Numerical processing for cognitive tasksPaul Bourgine and Jean-Pierre Nadal. Cognitive Economics, Springer, pp.113-130, 2004
Chapitre d'ouvrage
inria-00099961
v1
|
|
Extraction d'invariants et prise en compte de la variabilité dans les réseaux de neurones artificielsJ. 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-00147556
v1
|
|
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Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processingnone. Neural, Symbolic and Reinforcement Methods for Sequence Learning, Springer, 28 p, 2000
Chapitre d'ouvrage
inria-00107857
v1
|
|
Cross-Situational Learning Towards Robot Grounding2022
Pré-publication, Document de travail
hal-03628290
v2
|
|
Interacting roles of lateral and medial Orbitofrontal cortex in decision-making and learning : A system-level computational model2019
Pré-publication, Document de travail
hal-03145202
v1
|
|
Implicit knowledge extraction and structuration from electrical diagrams2016
Pré-publication, Document de travail
hal-01525015
v2
|
|
A behavioral framework for a systemic view of brain modeling2015
Pré-publication, Document de travail
hal-01246653
v1
|
|
Étude de codages catégoriels et métriques de l'information visiospatiale et de leurs conséquences sur les performances des êtres humains et des modèles2005
Pré-publication, Document de travail
hal-00003497
v1
|
|
Une modélisation fonctionnelle du cortex : La colonne corticale : aspects visuels et moteursInformatique [cs]. Université Henri Poincaré - Nancy 1, 1990. Français. ⟨NNT : 1990NAN10054⟩
Thèse
tel-01754366
v1
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