Frédéric Alexandre

98 papers A* 1A 2B 26C 3Misc 4Journal 30Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey). Trans. Mach. Learn. Res. Subba Reddy Oota, Zijiao Chen, Manish Gupta, Bapi Raju Surampudi, Gaël Jobard, Frédéric Alexandre, Xavier Hinaut
2025	B	`conf`	Semantic and episodic memories in a predictive coding model of the neocortex. IJCNN Lucie Fontaine, Frédéric Alexandre
2025	J	`jnl`	Semantic and episodic memories in a predictive coding model of the neocortex. CoRR Lucie Fontaine, Frédéric Alexandre
2024	B	`conf`	Contextual Control of Hopfield Networks in a Hippocampal Model. CogSci Hugo Chateau-Laurent, Frédéric Alexandre
2024	B	`conf`	Modelling Cross-Situational Learning on Full Sentences in Few Shots with Simple RNNs. CogSci Xavier Hinaut, Subba Reddy Oota, Alexandre Variengien, Frédéric Alexandre
2024	—	`conf`	Prediction of Reaching Movements with Target Information Towards Trans-humeral Prosthesis Control Using Reservoir Computing and LSTMs. ICANN (10) Paul Bernard, Frédéric Alexandre, Xavier Hinaut
2024	B	`conf`	Relating Hopfield Networks to Episodic Control. CogSci Hugo Chateau-Laurent, Frédéric Alexandre
2024	A*	`conf`	Relating Hopfield Networks to Episodic Control. NeurIPS Hugo Chateau-Laurent, Frédéric Alexandre
2023	J	`jnl`	Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey). CoRR Subba Reddy Oota, Manish Gupta, Raju S. Bapi, Gaël Jobard, Frédéric Alexandre, Xavier Hinaut
2023	A	`conf`	MEG Encoding using Word Context Semantics in Listening Stories. INTERSPEECH Subba Reddy Oota, Nathan Trouvain, Frédéric Alexandre, Xavier Hinaut
2023	J	`jnl`	Teaching and learning in the age of artificial intelligence. CoRR Alexandre Lepage, Anne Gagnebien, Audrey Bonjour, Aurélie Lagarrigue, Axel Palaude, Caroline Boulord, Charles-Antoine Gagneur, Chloé Mercier, Christelle Caucheteux, Dominique Guidoni-Stoltz, Florence Tressols, Frédéric Alexandre, Jean-François Céci, Jean-François Metral, Jérémy Camponovo, Julie Henry, Laurent Fouché, Laurent Heiser, Lianne-Blue Hodgkins, Margarida Romero, Marie-Hélène Comte, Michel Durampart, Patricia Corieri, Paul Olry, Pauline Reboul, Philippe Bonfils, Sami Ben Amor, Simon Collin, Solange Ciavaldini-Cartaut, Thierry Viéville, Victoire Batifol, Yann-Aël Le Borgne
2022	B	`conf`	Developmental Modular Reinforcement Learning. ESANN Jianyong Xue, Frédéric Alexandre
2022	—	`conf`	From Concrete to Abstract Rules: A Computational Sketch. BI Snigdha Dagar, Frédéric Alexandre, Nicolas P. Rougier
2022	J	`jnl`	From implicit learning to explicit representations. CoRR Naomi Chaix-Eichel, Snigdha Dagar, Quentin Lanneau, Karen Sobriel, Thomas Boraud, Frédéric Alexandre, Nicolas P. Rougier
2022	J	`jnl`	Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture. Knowl. Based Syst. Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre
2022	B	`conf`	Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening. CogSci Subba Reddy Oota, Frédéric Alexandre, Xavier Hinaut
2022	—	`conf`	Multi-task Learning with Modular Reinforcement Learning. SAB Jianyong Xue, Frédéric Alexandre
2021	J	`jnl`	A global framework for a systemic view of brain modeling. Brain Informatics Frédéric Alexandre
2021	C	`conf`	Augmenting Machine Learning with Flexible Episodic Memory. IJCCI Hugo Chateau-Laurent, Frédéric Alexandre
2021	B	`conf`	Deciphering the contributions of episodic and working memories in increasingly complex decision tasks. IJCNN Snigdha Dagar, Frédéric Alexandre, Nicolas P. Rougier
2021	—	`conf`	Formalizing Problem Solving in Computational Thinking : an Ontology approach. ICDL Chloé Mercier, Lisa Roux, Margarida Romero, Frédéric Alexandre, Thierry Viéville
2021	J	`jnl`	Higher Cognitive Functions in Bio-Inspired Artificial Intelligence. ERCIM News Frédéric Alexandre, Xavier Hinaut, Nicolas P. Rougier, Thierry Viéville
2021	—	`conf`	Reinforcement Symbolic Learning. ICANN (4) Chloé Mercier, Frédéric Alexandre, Thierry Viéville
2021	—	`conf`	Towards a Computational Cognitive Neuroscience Model of Creativity. ICCI*CC Hugo Chateau-Laurent, Frédéric Alexandre
2021	J	`jnl`	Why, What and How to Help Each Citizen to Understand Artificial Intelligence? Künstliche Intell. Frédéric Alexandre, Jade Becker, Marie-Hélène Comte, Aurélie Lagarrigue, Romain Liblau, Margarida Romero, Thierry Viéville
2020	B	`conf`	A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. IJCNN Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frédéric Alexandre
2020	C	`conf`	Creativity explained by Computational Cognitive Neuroscience. ICCC Frédéric Alexandre
2020	—	`ch.`	When Artificial Intelligence and Computational Neuroscience Meet. A Guided Tour of Artificial Intelligence Research (3) (III) Frédéric Alexandre, Peter F. Dominey, Philippe Gaussier, Benoît Girard, Mehdi Khamassi, Nicolas P. Rougier
2019	J	`jnl`	Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture. CoRR Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre
2018	—	`conf`	A Survival Task for the Design and the Assessment of an Autonomous Agent. Living Machines Bhargav Teja Nallapu, Frédéric Alexandre
2018	J	`jnl`	Bio-inspired Analysis of Deep Learning on Not-So-Big Data Using Data-Prototypes. Frontiers Comput. Neurosci. Thalita F. Drumond, Thierry Viéville, Frédéric Alexandre
2018	C	`conf`	Cognitive Architecture and Software Environment for the Design and Experimentation of Survival Behaviors in Artificial Agents. IJCCI Bhargav Teja Nallapu, Frédéric Alexandre
2018	—	`conf`	Different Learning Architectures Contribute to Value Prediction in Human Cognition. AIC Frédéric Alexandre
2017	B	`conf`	A biologically inspired neuronal model of reward prediction error computation. IJCNN Pramod S. Kaushik, Maxime Carrere, Frédéric Alexandre, Surampudi Bapi Raju
2017	—	`conf`	Implicit Knowledge Extraction and Structuration from Electrical Diagrams. IEA/AIE (1) Ikram Chraibi Kaadoud, Nicolas P. Rougier, Frédéric Alexandre
2017	J	`jnl`	Sustainable computational science: the ReScience initiative. CoRR Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Jemma Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito
2017	J	`jnl`	Sustainable computational science: the ReScience initiative. PeerJ Comput. Sci. Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Jemma Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito
2016	—	`conf`	A System-Level Model of Noradrenergic Function. ICANN (1) Maxime Carrere, Frédéric Alexandre
2016	J	`jnl`	Autonomous Machine Learning. ERCIM News Frédéric Alexandre
2016	—	`conf`	Beyond Machine Learning: Autonomous Learning. IJCCI (NCTA) Frédéric Alexandre
2016	—	`conf`	Modeling Neuromodulation as a Framework to Integrate Uncertainty in General Cognitive Architectures. AGI Frédéric Alexandre, Maxime Carrere
2016	—	`conf`	Modeling the sensory roles of noradrenaline in action selection. ICDL-EPIROB Maxime Carrere, Frédéric Alexandre
2015	—	`conf`	A Heteroassociative Learning Model Robust to Interference. IJCCI (NCTA) Randa Kassab, Frédéric Alexandre
2015	—	`conf`	A Modular Network Architecture Resolving Memory Interference Through Inhibition. IJCCI (Selected Papers) Randa Kassab, Frédéric Alexandre
2015	J	`jnl`	A parsimonious computational model of visual target position encoding in the superior colliculus. Biol. Cybern. Wahiba Taouali, Laurent Goffart, Frédéric Alexandre, Nicolas P. Rougier
2015	B	`conf`	Modeling pavlovian conditioning with multiple neuronal populations. IJCNN Maxime Carrere, Frédéric Alexandre
2014	—	`conf`	Feature, Configuration, History - A Bio-inspired Framework for Information Representation in Neural Networks. IJCCI (NCTA) Frédéric Alexandre, Maxime Carrere, Randa Kassab
2014	—	`conf`	VirtualEnaction - A Platform for Systemic Neuroscience Simulation. NEUROTECHNIX Nicolas Denoyelle, Florian Pouget, Thierry Viéville, Frédéric Alexandre
2011	J	`jnl`	A Dynamic Neural Field Approach to the Covert and Overt Deployment of Spatial Attention. Cogn. Comput. Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre
2011	J	`jnl`	Can self-organisation emerge through dynamic neural fields computation? Connect. Sci. Lucian Alecu, Hervé Frezza-Buet, Frédéric Alexandre
2011	B	`conf`	Reinforcement learning and dimensionality reduction: A model in computational neuroscience. IJCNN Nishal Shah, Frédéric Alexandre
2010	—	`conf`	Saccades Generation - From the Visual Input to the Superior Colliculus. IJCCI (ICFC-ICNC) Wahiba Taouali, Nicolas P. Rougier, Frédéric Alexandre
2010	—	`conf`	Visual Target Selection Emerges from a Bio-inspired Network Topology. IJCCI (Selected Papers) Wahiba Taouali, Nicolas P. Rougier, Frédéric Alexandre
2009	J	`jnl`	Combining Supervised and Unsupervised Learning for GIS Classification CoRR Juan-Manuel Torres-Moreno, Laurent Bougrain, Frédéric Alexandre
2009	J	`jnl`	Cortical basis of communication: Local computation, coordination, attention. Neural Networks Frédéric Alexandre
2009	J	`jnl`	Incremental data-driven learning of a novelty detection model for one-class classification with application to high-dimensional noisy data. Mach. Learn. Randa Kassab, Frédéric Alexandre
2008	J	`jnl`	A computational approach to the covert and overt deployment of spatial attention CoRR Jérémy Fix, Nicolas P. Rougier, Frédéric Alexandre
2007	J	`jnl`	Spatio-temporal biologically inspired models for clean and noisy speech recognition. Neurocomputing Zouhour Neji Ben Salem, Laurent Bougrain, Frédéric Alexandre
2007	B	`conf`	Toward a robust 2D spatio-temporal self-organization. ESANN Thomas Girod, Laurent Bougrain, Frédéric Alexandre
2006	—	`conf`	Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition. ANNPR Zouhour Neji Ben Salem, Laurent Bougrain, Frédéric Alexandre
2006	Misc	`conf`	Supervised neuronal approaches for EEG signal classification: Experimental studies. Artificial Intelligence and Soft Computing Frédéric Alexandre, Nizar Kerkeni, Khaled Ben Khalifa, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui
2005	—	`conf`	A Distributed Model of Spatial Visual Attention. Biomimetic Neural Learning for Intelligent Robots Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre
2005	J	`jnl`	A model of contextual effect on reproduced extents in recall tasks: the issue of the imputed motion hypothesis. Biol. Cybern. Jean-Christophe Sarrazin, Arnaud Tonnelier, Frédéric Alexandre
2005	—	`conf`	Neural Network Topology Optimization. ICANN (2) Mohammed Attik, Laurent Bougrain, Frédéric Alexandre
2005	J	`jnl`	Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages CoRR Nizar Kerkeni, Frédéric Alexandre, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui
2005	—	`conf`	Self-organizing Map Initialization. ICANN (1) Mohammed Attik, Laurent Bougrain, Frédéric Alexandre
2005	—	`conf`	Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations. Biomimetic Neural Learning for Intelligent Robots Olivier Ménard, Frédéric Alexandre, Hervé Frezza-Buet
2004	A	`conf`	Optimal Brain Surgeon Variants for Optimization. ECAI Mohammed Attik, Laurent Bougrain, Frédéric Alexandre
2004	B	`conf`	Optimal brain surgeon variants for feature selection. IJCNN Mohammed Attik, Laurent Bougrain, Frédéric Alexandre
2004	B	`conf`	Reducing connectivity by using cortical modular bands. ESANN Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre
2002	J	`jnl`	From a biological to a computational model for the autonomous behavior of an animat. Inf. Sci. Hervé Frezza-Buet, Frédéric Alexandre
2002	J	`jnl`	Knowledge extraction using artificial neural networks: application to radar target identification. Signal Process. Jean-Francois Remm, Frédéric Alexandre
2001	—	`conf`	Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework fo Sequence Processing. Sequence Learning Hervé Frezza-Buet, Nicolas P. Rougier, Frédéric Alexandre
1999	—	`conf`	A Library to Implement Neural Networks on MIMD Machines. Euro-Par Yann Boniface, Frédéric Alexandre, Stéphane Vialle
1999	B	`conf`	A bridge between two paradigms for parallelism: neural networks and general purpose MIMD computers. IJCNN Yann Boniface, Frédéric Alexandre, Stéphane Vialle
1999	B	`conf`	Modeling prefrontal functions for robot navigation. IJCNN Hervé Frezza-Buet, Frédéric Alexandre
1999	B	`conf`	Spatial knowledge transfer between models of hippocampus and associative cortex. IJCNN Nicolas P. Rougier, Frédéric Alexandre
1999	B	`conf`	Specialization with cortical models: An application to causality learning. ESANN Hervé Frezza-Buet, Frédéric Alexandre
1999	J	`jnl`	Unsupervised connectionist algorithms for clustering an environmental data set: A comparison. Neurocomputing Laurent Bougrain, Frédéric Alexandre
1999	B	`conf`	Unsupervised connectionist clustering algorithms for a better supervised prediction: application to a radio communication problem. IJCNN Laurent Bougrain, Frédéric Alexandre
1997	B	`conf`	Knowledge extraction from neural networks for signal interpretation. ESANN Frédéric Alexandre, Jean-Francois Remm
1997	B	`conf`	Tools and Experiments for Hybrid Neuro-Symbolic Processing. ICTAI Frédéric Alexandre
1996	J	`jnl`	Artificial Neural Networks for the Presetting of a Steel Temper Mill. IEEE Expert Nicolas Pican, Frédéric Alexandre, Patrick Bresson
1996	B	`conf`	Connectionist cognitive processing for invariant pattern recognition. ICPR Frédéric Alexandre
1996	Misc	`conf`	TOM, a new temporal neural net architecture for speech signal processing. ICASSP Stéphane Durand, Frédéric Alexandre
1995	B	`conf`	170 MHz field strength prediction in urban environment using neural nets. PIMRC Thierry Balandier, Alexandre Caminada, Vincent Lemoine, Frédéric Alexandre
1995	—	`conf`	Automatic Radar Target Identification Using Neural Networks. ICANNGA Jean-François Remm, Frédéric Alexandre, Laurent Savy
1995	Misc	`conf`	Neurobiological Inspiration for the Architecture and Functioning of Cooperating Neural Networks. IWANN Frédéric Alexandre, Frédéric Guyot
1995	—	`conf`	Neurosymbolic Integration: Cognitive Grounds and Computational Strategies. WOCFAI Yannick Lallement, Melanie Hilario, Frédéric Alexandre
1995	B	`conf`	Neurosymbolic integration: unified versus hybrid approaches. ESANN Melanie Hilario, Yannick Lallement, Frédéric Alexandre
1995	—	`conf`	Spatio-Temporal Mask Learning: Application to Speech Recognition. ICANNGA Stéphane Durand, Frédéric Alexandre
1994	B	`conf`	A lateral contribution learning algorithm for multi MLP architecture. ESANN Nicolas Pican, Jean-Claude Fort, Frédéric Alexandre
1994	J	`jnl`	An on-line learning algorithm for the orthogonal weight estimation of MLP. Neural Process. Lett. Nicolas Pican, Jean-Claude Fort, Frédéric Alexandre
1991	J	`jnl`	The cortical column: A new processing unit for multilayered networks. Neural Networks Frédéric Alexandre, Frédéric Guyot, Jean Paul Haton, Yves Burnod
1990	B	`conf`	Principles and applications of the cortical column symbolic neural model. IJCNN Frédéric Guyot, Frédéric Alexandre, Jean-Paul Haton
1990	—	`—`	Une modélisation fonctionnelle du cortex : La colonne corticale : aspects visuels et moteurs. Frédéric Alexandre
1989	—	`conf`	A Potentially Powerful Connectionist Unit: The Cortical Column. NATO Neurocomputing Frédéric Guyot, Frédéric Alexandre, Jean-Paul Haton, Yves Burnod
1989	Misc	`conf`	Toward a continuous model of the cortical column: Application to speech recognition. ICASSP Frédéric Guyot, Frédéric Alexandre, Jean Paul Haton