Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey).

Frédéric Alexandre

Subba Reddy Oota Zijiao Chen Manish Gupta 0001 Bapi Raju Surampudi Gaël Jobard Frédéric Alexandre Xavier Hinaut Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey). 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=YxKJihRcby db/journals/tmlr/tmlr2025.html#OotaC0SJAH25

Lucie Fontaine Frédéric Alexandre Semantic and episodic memories in a predictive coding model of the neocortex. 1-9 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11227322 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#FontaineA25 streams/conf/ijcnn

Lucie Fontaine Frédéric Alexandre Semantic and episodic memories in a predictive coding model of the neocortex. 2025 September abs/2509.01987 CoRR https://doi.org/10.48550/arXiv.2509.01987 db/journals/corr/corr2509.html#abs-2509-01987 streams/journals/corr

Hugo Chateau-Laurent Frédéric Alexandre Contextual Control of Hopfield Networks in a Hippocampal Model. 2024 CogSci https://escholarship.org/uc/item/1bj4d35q conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#Chateau-Laurent24 Hugo Chateau-Laurent Frédéric Alexandre Relating Hopfield Networks to Episodic Control. 2024 CogSci https://escholarship.org/uc/item/1f37d1hd conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#Chateau-Laurent24a Xavier Hinaut Subba Reddy Oota Alexandre Variengien Frédéric Alexandre Modelling Cross-Situational Learning on Full Sentences in Few Shots with Simple RNNs. 2024 CogSci https://escholarship.org/uc/item/0665s4vw conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#HinautOVA24 Paul Bernard Frédéric Alexandre Xavier Hinaut Prediction of Reaching Movements with Target Information Towards Trans-humeral Prosthesis Control Using Reservoir Computing and LSTMs. 142-155 2024 ICANN (10) https://doi.org/10.1007/978-3-031-72359-9_11 conf/icann/2024-10 db/conf/icann/icann2024-10.html#BernardAH24 streams/conf/icann Hugo Chateau-Laurent Frédéric Alexandre Relating Hopfield Networks to Episodic Control. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/b528459c99e929718a7d7e1697253d7f-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Chateau-Laurent24 Subba Reddy Oota Nathan Trouvain Frédéric Alexandre Xavier Hinaut MEG Encoding using Word Context Semantics in Listening Stories. 5152-5156 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-282 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#OotaTAH23

Alexandre Lepage Anne Gagnebien Audrey Bonjour Aurélie Lagarrigue Axel Palaude Caroline Boulord Charles-Antoine Gagneur Chloé Mercier 0001 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 Teaching and learning in the age of artificial intelligence. 2023 abs/2303.06956 CoRR https://doi.org/10.48550/arXiv.2303.06956 db/journals/corr/corr2303.html#abs-2303-06956

Subba Reddy Oota Manish Gupta 0001 Raju S. Bapi Gaël Jobard Frédéric Alexandre Xavier Hinaut Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey). 2023 abs/2307.10246 CoRR https://doi.org/10.48550/arXiv.2307.10246 db/journals/corr/corr2307.html#abs-2307-10246

Ikram Chraibi Kaadoud Nicolas P. Rougier Frédéric Alexandre Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture. 107657 2022 235 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.107657 db/journals/kbs/kbs235.html#KaadoudRA22

Snigdha Dagar Frédéric Alexandre Nicolas P. Rougier From Concrete to Abstract Rules: A Computational Sketch. 15-26 2022 BI https://doi.org/10.1007/978-3-031-15037-1_2 conf/brain/2022 db/conf/brain/brain2022.html#DagarAR22 Subba Reddy Oota Frédéric Alexandre Xavier Hinaut Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening. 2022 CogSci https://escholarship.org/uc/item/7r95j62c conf/cogsci/2022 db/conf/cogsci/cogsci2022.html#OotaAH22 Jianyong Xue Frédéric Alexandre Developmental Modular Reinforcement Learning. 2022 ESANN https://doi.org/10.14428/esann/2022.ES2022-19 conf/esann/2022 db/conf/esann/esann2022.html#XueA22 Jianyong Xue Frédéric Alexandre Multi-task Learning with Modular Reinforcement Learning. 127-138 2022 SAB https://doi.org/10.1007/978-3-031-16770-6_11 conf/sab/2022 db/conf/sab/sab2022.html#XueA22

Naomi Chaix-Eichel Snigdha Dagar Quentin Lanneau Karen Sobriel Thomas Boraud Frédéric Alexandre Nicolas P. Rougier From implicit learning to explicit representations. 2022 abs/2204.02484 CoRR https://doi.org/10.48550/arXiv.2204.02484 db/journals/corr/corr2204.html#abs-2204-02484

Frédéric Alexandre A global framework for a systemic view of brain modeling. 3 2021 8 Brain Informatics 1 https://doi.org/10.1186/s40708-021-00126-4 db/journals/braininf/braininf8.html#Alexandre21

Frédéric Alexandre Jade Becker Marie-Hélène Comte Aurélie Lagarrigue Romain Liblau Margarida Romero Thierry Viéville Why, What and How to Help Each Citizen to Understand Artificial Intelligence? 191-199 2021 35 Künstliche Intell. 2 https://doi.org/10.1007/s13218-021-00725-7 db/journals/ki/ki35.html#AlexandreBCLLRV21

Hugo Chateau-Laurent Frédéric Alexandre Towards a Computational Cognitive Neuroscience Model of Creativity. 67-71 2021 ICCI*CC https://doi.org/10.1109/ICCICC53683.2021.9811309 conf/IEEEicci/2021 db/conf/IEEEicci/IEEEicci2021.html#Chateau-Laurent21 Chloé Mercier 0001 Frédéric Alexandre Thierry Viéville Reinforcement Symbolic Learning. 608-612 2021 ICANN (4) https://doi.org/10.1007/978-3-030-86380-7_49 conf/icann/2021-4 db/conf/icann/icann2021-4.html#MercierAV21 Chloé Mercier 0001 Lisa Roux Margarida Romero Frédéric Alexandre Thierry Viéville Formalizing Problem Solving in Computational Thinking : an Ontology approach. 1-8 2021 ICDL https://doi.org/10.1109/ICDL49984.2021.9515660 conf/icdl/2021 db/conf/icdl/icdl2021.html#MercierRRAV21 Hugo Chateau-Laurent Frédéric Alexandre Augmenting Machine Learning with Flexible Episodic Memory. 326-333 2021 IJCCI https://doi.org/10.5220/0010674600003063 conf/ijcci/2021 db/conf/ijcci/ijcci2021.html#Chateau-Laurent21 Snigdha Dagar Frédéric Alexandre Nicolas P. Rougier Deciphering the contributions of episodic and working memories in increasingly complex decision tasks. 1-6 2021 IJCNN https://doi.org/10.1109/IJCNN52387.2021.9534315 conf/ijcnn/2021 db/conf/ijcnn/ijcnn2021.html#DagarAR21

Frédéric Alexandre Xavier Hinaut Nicolas P. Rougier Thierry Viéville Higher Cognitive Functions in Bio-Inspired Artificial Intelligence. 2021 2021 ERCIM News 125 https://ercim-news.ercim.eu/en125/special/higher-cognitive-functions-in-bio-inspired-artificial-intelligence db/journals/ercim/ercim2021.html#AlexandreHRV21

Frédéric Alexandre Creativity explained by Computational Cognitive Neuroscience. 374-377 2020 ICCC https://computationalcreativity.net/iccc20/papers/119-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#Alexandre20 Guillaume Padiolleau Olivier Bach Alain Hugget Denis Penninckx Frédéric Alexandre A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. 1-8 2020 IJCNN https://doi.org/10.1109/IJCNN48605.2020.9206758 conf/ijcnn/2020 db/conf/ijcnn/ijcnn2020.html#PadiolleauBHPA20 Frédéric Alexandre Peter F. Dominey Philippe Gaussier Benoît Girard 0001 Mehdi Khamassi Nicolas P. Rougier When Artificial Intelligence and Computational Neuroscience Meet. 303-335 2020 A Guided Tour of Artificial Intelligence Research (3) (III) https://doi.org/10.1007/978-3-030-06170-8_9 books/sp/20/MPP2020-3 db/books/collections/MPP2020-3.html#AlexandreDG0KR20

Ikram Chraibi Kaadoud Nicolas P. Rougier Frédéric Alexandre Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture. 2019 abs/1912.03126 CoRR http://arxiv.org/abs/1912.03126 db/journals/corr/corr1912.html#abs-1912-03126

Thalita F. Drumond Thierry Viéville Frédéric Alexandre Bio-inspired Analysis of Deep Learning on Not-So-Big Data Using Data-Prototypes. 2018 12 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2018.00100 https://www.wikidata.org/entity/Q61449759 db/journals/ficn/ficn12.html#DrumondVA19 100

Frédéric Alexandre Different Learning Architectures Contribute to Value Prediction in Human Cognition. 40-51 2018 AIC https://ceur-ws.org/Vol-2418/paper4.pdf conf/aic/2018 db/conf/aic/aic2018.html#Alexandre18 Bhargav Teja Nallapu Frédéric Alexandre Cognitive Architecture and Software Environment for the Design and Experimentation of Survival Behaviors in Artificial Agents. 152-159 2018 IJCCI https://doi.org/10.5220/0006920301520159 conf/ijcci/2018 db/conf/ijcci/ijcci2018.html#NallapuA18 Bhargav Teja Nallapu Frédéric Alexandre A Survival Task for the Design and the Assessment of an Autonomous Agent. 338-347 2018 Living Machines https://doi.org/10.1007/978-3-319-95972-6_36 conf/lm/2018 db/conf/lm/lm2018.html#NallapuA18

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 0001 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 Sustainable computational science: the ReScience initiative. e142 2017 3 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.142 https://www.wikidata.org/entity/Q56475207 db/journals/peerj-cs/peerj-cs3.html#RougierHAABBBBC17

Ikram Chraibi Kaadoud Nicolas P. Rougier Frédéric Alexandre Implicit Knowledge Extraction and Structuration from Electrical Diagrams. 235-241 2017 IEA/AIE (1) https://doi.org/10.1007/978-3-319-60042-0_27 https://www.wikidata.org/entity/Q56921924 conf/ieaaie/2017-1 db/conf/ieaaie/ieaaie2017-1.html#KaadoudRA17 Pramod S. Kaushik Maxime Carrere Frédéric Alexandre Surampudi Bapi Raju A biologically inspired neuronal model of reward prediction error computation. 3577-3584 2017 IJCNN https://doi.org/10.1109/IJCNN.2017.7966306 conf/ijcnn/2017 db/conf/ijcnn/ijcnn2017.html#KaushikCAR17

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 0001 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 Sustainable computational science: the ReScience initiative. 2017 abs/1707.04393 CoRR http://arxiv.org/abs/1707.04393 db/journals/corr/corr1707.html#RougierHAABBBBC17

Frédéric Alexandre Maxime Carrere Modeling Neuromodulation as a Framework to Integrate Uncertainty in General Cognitive Architectures. 324-333 2016 AGI https://doi.org/10.1007/978-3-319-41649-6_33 conf/agi/2016 db/conf/agi/agi2016.html#AlexandreC16 Maxime Carrere Frédéric Alexandre A System-Level Model of Noradrenergic Function. 214-221 2016 ICANN (1) https://doi.org/10.1007/978-3-319-44778-0_25 conf/icann/2016-1 db/conf/icann/icann2016-1.html#CarrereA16 Maxime Carrere Frédéric Alexandre Modeling the sensory roles of noradrenaline in action selection. 174-179 2016 ICDL-EPIROB https://doi.org/10.1109/DEVLRN.2016.7846814 conf/icdl-epirob/2016 db/conf/icdl-epirob/icdl-epirob2016.html#CarrereA16 Frédéric Alexandre Beyond Machine Learning: Autonomous Learning. 97-101 2016 IJCCI (NCTA) https://doi.org/10.5220/0006090300970101 conf/ijcci/2016ncta db/conf/ijcci/ijcci2016ncta.html#Alexandre16

Frédéric Alexandre Autonomous Machine Learning. 2016 2016 ERCIM News 107 http://ercim-news.ercim.eu/en107/special/autonomous-machine-learning db/journals/ercim/ercim2016.html#Alexandre16

Wahiba Taouali Laurent Goffart Frédéric Alexandre Nicolas P. Rougier A parsimonious computational model of visual target position encoding in the superior colliculus. 549-559 2015 109 Biol. Cybern. 4-5 https://doi.org/10.1007/s00422-015-0660-8 https://www.wikidata.org/entity/Q50858834 db/journals/bc/bc109.html#TaoualiGAR15

Randa Kassab Frédéric Alexandre A Heteroassociative Learning Model Robust to Interference. 49-57 2015 IJCCI (NCTA) https://doi.org/10.5220/0005606800490057 https://ieeexplore.ieee.org/document/7533389/ conf/ijcci/2015ncta db/conf/ijcci/ijcci2015ncta.html#KassabA15 Randa Kassab Frédéric Alexandre A Modular Network Architecture Resolving Memory Interference Through Inhibition. 407-422 2015 IJCCI (Selected Papers) https://doi.org/10.1007/978-3-319-48506-5_21 conf/ijcci/2015 db/conf/ijcci/ijcci2015.html#KassabA15a Maxime Carrere Frédéric Alexandre Modeling pavlovian conditioning with multiple neuronal populations. 1-8 2015 IJCNN https://doi.org/10.1109/IJCNN.2015.7280716 conf/ijcnn/2015 db/conf/ijcnn/ijcnn2015.html#CarrereA15 Frédéric Alexandre Maxime Carrere Randa Kassab Feature, Configuration, History - A Bio-inspired Framework for Information Representation in Neural Networks. 316-321 2014 IJCCI (NCTA) https://doi.org/10.5220/0005156003160321 conf/ijcci/2014ncta db/conf/ijcci/ijcci2014ncta.html#AlexandreCK14 Nicolas Denoyelle Florian Pouget Thierry Viéville Frédéric Alexandre VirtualEnaction - A Platform for Systemic Neuroscience Simulation. 155-163 2014 NEUROTECHNIX https://doi.org/10.5220/0005166701550163 conf/neurotechnix/2014 db/conf/neurotechnix/neurotechnix2014.html#DenoyellePVA14

Jérémy Fix Nicolas P. Rougier Frédéric Alexandre A Dynamic Neural Field Approach to the Covert and Overt Deployment of Spatial Attention. 279-293 2011 3 Cogn. Comput. 1 https://doi.org/10.1007/s12559-010-9083-y https://www.wikidata.org/entity/Q56921980 db/journals/cogcom/cogcom3.html#FixRA11

Lucian Alecu Hervé Frezza-Buet Frédéric Alexandre Can self-organisation emerge through dynamic neural fields computation? 1-31 2011 23 Connect. Sci. 1 https://doi.org/10.1080/09540091.2010.526194 db/journals/connection/connection23.html#AlecuFA11

Nishal Shah Frédéric Alexandre Reinforcement learning and dimensionality reduction: A model in computational neuroscience. 836-842 2011 IJCNN https://doi.org/10.1109/IJCNN.2011.6033308 conf/ijcnn/2011 db/conf/ijcnn/ijcnn2011.html#ShahA11 Wahiba Taouali Nicolas P. Rougier Frédéric Alexandre Saccades Generation - From the Visual Input to the Superior Colliculus. 176-181 2010 IJCCI (ICFC-ICNC) conf/ijcci/2010-1 db/conf/ijcci/ijcci2010-1.html#TaoualiRA10 Wahiba Taouali Nicolas P. Rougier Frédéric Alexandre Visual Target Selection Emerges from a Bio-inspired Network Topology. 317-330 2010 IJCCI (Selected Papers) https://doi.org/10.1007/978-3-642-27534-0_21 https://www.wikidata.org/entity/Q56921970 conf/ijcci/2010-s db/conf/ijcci/ijcci2010-s.html#TaoualiRA10a

Randa Kassab Frédéric Alexandre Incremental data-driven learning of a novelty detection model for one-class classification with application to high-dimensional noisy data. 191-234 2009 74 Mach. Learn. 2 https://doi.org/10.1007/s10994-008-5092-4 db/journals/ml/ml74.html#KassabA09

Frédéric Alexandre Cortical basis of communication: Local computation, coordination, attention. 126-133 2009 22 Neural Networks 2 https://doi.org/10.1016/j.neunet.2009.01.006 https://www.wikidata.org/entity/Q48745202 db/journals/nn/nn22.html#Alexandre09

Juan-Manuel Torres-Moreno Laurent Bougrain Frédéric Alexandre Combining Supervised and Unsupervised Learning for GIS Classification http://arxiv.org/abs/0905.2347 2009 CoRR abs/0905.2347 db/journals/corr/corr0905.html#abs-0905-2347

Jérémy Fix Nicolas P. Rougier Frédéric Alexandre A computational approach to the covert and overt deployment of spatial attention http://arxiv.org/abs/0809.4622 2008 CoRR abs/0809.4622 db/journals/corr/corr0809.html#abs-0809-4622

Zouhour Neji Ben Salem Laurent Bougrain Frédéric Alexandre Spatio-temporal biologically inspired models for clean and noisy speech recognition. 131-136 2007 71 Neurocomputing 1-3 https://doi.org/10.1016/j.neucom.2007.08.009 db/journals/ijon/ijon71.html#SalemBA07

Thomas Girod Laurent Bougrain Frédéric Alexandre Toward a robust 2D spatio-temporal self-organization. 145-150 2007 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2007-112.pdf conf/esann/2007 db/conf/esann/esann2007.html#GirodBA07 Zouhour Neji Ben Salem Laurent Bougrain Frédéric Alexandre Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition. 11-20 2006 conf/annpr/2006 ANNPR https://doi.org/10.1007/11829898_2 db/conf/annpr/annpr2006.html#SalemBA06 Frédéric Alexandre Nizar Kerkeni Khaled Ben Khalifa Mohamed Bedoui Hedi Laurent Bougrain Mohamed Dogui Supervised neuronal approaches for EEG signal classification: Experimental studies. 114-119 2006 conf/asc/2006 Artificial Intelligence and Soft Computing db/conf/asc/asc2006.html#AlexandreNKHBM06

Jean-Christophe Sarrazin Arnaud Tonnelier Frédéric Alexandre A model of contextual effect on reproduced extents in recall tasks: the issue of the imputed motion hypothesis. 303-315 2005 92 Biol. Cybern. 5 https://doi.org/10.1007/s00422-005-0553-3 https://www.wikidata.org/entity/Q51975756 db/journals/bc/bc92.html#SarrazinTA05

Mohammed Attik Laurent Bougrain Frédéric Alexandre Neural Network Topology Optimization. 53-58 2005 conf/icann/2005-2 ICANN (2) https://doi.org/10.1007/11550907_9 db/conf/icann/icann2005-2.html#AttikBA05 Mohammed Attik Laurent Bougrain Frédéric Alexandre Self-organizing Map Initialization. 357-362 2005 conf/icann/2005-1 ICANN (1) https://doi.org/10.1007/11550822_56 db/conf/icann/icann2005-1.html#AttikBA05a Julien Vitay Nicolas P. Rougier Frédéric Alexandre A Distributed Model of Spatial Visual Attention. 54-72 2005 conf/mirrorbot/2005 Biomimetic Neural Learning for Intelligent Robots https://doi.org/10.1007/11521082_4 https://www.wikidata.org/entity/Q56922015 db/conf/mirrorbot/mirrorbot2005.html#VitayRA05 Olivier Ménard Frédéric Alexandre Hervé Frezza-Buet Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations. 144-161 2005 conf/mirrorbot/2005 Biomimetic Neural Learning for Intelligent Robots https://doi.org/10.1007/11521082_9 db/conf/mirrorbot/mirrorbot2005.html#MenardAF05

Nizar Kerkeni Frédéric Alexandre Mohamed Bedoui Hedi Laurent Bougrain Mohamed Dogui Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages http://arxiv.org/abs/cs/0510083 2005 CoRR abs/cs/0510083 db/journals/corr/corr0510.html#abs-cs-0510083

Mohammed Attik Laurent Bougrain Frédéric Alexandre Optimal Brain Surgeon Variants for Optimization. 957-958 2004 conf/ecai/2004 ECAI db/conf/ecai/ecai2004.html#AttikBA04 Julien Vitay Nicolas P. Rougier Frédéric Alexandre Reducing connectivity by using cortical modular bands. 373-378 2004 conf/esann/2004 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2004-109.pdf db/conf/esann/esann2004.html#VitayRA04 Mohammed Attik Laurent Bougrain Frédéric Alexandre Optimal brain surgeon variants for feature selection. 1371-1374 2004 IJCNN https://doi.org/10.1109/IJCNN.2004.1380148 conf/ijcnn/2004 db/conf/ijcnn/ijcnn2004.html#AttikBA04 streams/conf/ijcnn

Hervé Frezza-Buet Frédéric Alexandre From a biological to a computational model for the autonomous behavior of an animat. 1-43 2002 144 Inf. Sci. 1-4 https://doi.org/10.1016/S0020-0255(02)00195-0 db/journals/isci/isci144.html#Frezza-BuetA02

Jean-Francois Remm Frédéric Alexandre Knowledge extraction using artificial neural networks: application to radar target identification. 117-120 2002 82 Signal Process. 1 https://doi.org/10.1016/S0165-1684(01)00142-6 db/journals/sigpro/sigpro82.html#RemmA02

Hervé Frezza-Buet Nicolas P. Rougier Frédéric Alexandre Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework fo Sequence Processing. 321-348 https://doi.org/10.1007/3-540-44565-X_15 https://www.wikidata.org/entity/Q56922036 2001 conf/seqlearn/2001 Sequence Learning db/conf/seqlearn/seqlearn2001.html#Frezza-BuetRA01

Laurent Bougrain Frédéric Alexandre Unsupervised connectionist algorithms for clustering an environmental data set: A comparison. 177-189 1999 28 Neurocomputing 1-3 https://doi.org/10.1016/S0925-2312(98)00123-4 db/journals/ijon/ijon28.html#BougrainA99

Hervé Frezza-Buet Frédéric Alexandre Specialization with cortical models: An application to causality learning. 263-268 1999 conf/esann/1999 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1999-34.pdf db/conf/esann/esann1999.html#Frezza-BuetA99 Yann Boniface Frédéric Alexandre Stéphane Vialle A Library to Implement Neural Networks on MIMD Machines. 935-938 1999 conf/europar/1999 Euro-Par https://doi.org/10.1007/3-540-48311-X_130 db/conf/europar/europar99.html#BonifaceAV99 Nicolas P. Rougier Frédéric Alexandre Spatial knowledge transfer between models of hippocampus and associative cortex. 247-251 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.831495 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#RougierA99 Hervé Frezza-Buet Frédéric Alexandre Modeling prefrontal functions for robot navigation. 252-257 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.831496 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#Frezza-BuetA99 Yann Boniface Frédéric Alexandre Stéphane Vialle A bridge between two paradigms for parallelism: neural networks and general purpose MIMD computers. 2441-2446 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.833453 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#BonifaceAV99 Laurent Bougrain Frédéric Alexandre Unsupervised connectionist clustering algorithms for a better supervised prediction: application to a radio communication problem. 3451-3456 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.836220 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#BougrainA99 Frédéric Alexandre Jean-Francois Remm Knowledge extraction from neural networks for signal interpretation. 1997 conf/esann/1997 ESANN db/conf/esann/esann1997.html#AlexandreR97 https://www.esann.org/sites/default/files/proceedings/legacy/es1997-72-S.pdf Frédéric Alexandre Tools and Experiments for Hybrid Neuro-Symbolic Processing. 338- 1997 conf/ictai/1997 ICTAI https://doi.org/10.1109/TAI.1997.632274 https://doi.ieeecomputersociety.org/10.1109/TAI.1997.632274 db/conf/ictai/ictai1997.html#Alexandre97

Nicolas Pican Frédéric Alexandre Patrick Bresson Artificial Neural Networks for the Presetting of a Steel Temper Mill. 22-27 1996 11 IEEE Expert 1 https://doi.org/10.1109/64.482953 http://doi.ieeecomputersociety.org/10.1109/64.482953 db/journals/expert/expert11.html#PicanAB96

Stéphane Durand 0002 Frédéric Alexandre TOM, a new temporal neural net architecture for speech signal processing. 3549-3552 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.550795 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.550795 conf/icassp/1996 db/conf/icassp/icassp1996.html#DurandA96 Frédéric Alexandre Connectionist cognitive processing for invariant pattern recognition. 679-683 1996 ICPR https://doi.org/10.1109/ICPR.1996.547651 https://doi.ieeecomputersociety.org/10.1109/ICPR.1996.547651 conf/icpr/1996 db/conf/icpr/icpr1996.html#Alexandre96 Melanie Hilario Yannick Lallement Frédéric Alexandre Neurosymbolic integration: unified versus hybrid approaches. 1995 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1995-21-S.pdf conf/esann/1995 db/conf/esann/esann1995.html#HilarioLA95 Stéphane Durand 0002 Frédéric Alexandre Spatio-Temporal Mask Learning: Application to Speech Recognition. 132-135 1995 ICANNGA https://doi.org/10.1007/978-3-7091-7535-4_36 conf/icannga/1995 db/conf/icannga/icannga1995.html#DurandA95 Jean-François Remm Frédéric Alexandre Laurent Savy Automatic Radar Target Identification Using Neural Networks. 190-193 1995 ICANNGA https://doi.org/10.1007/978-3-7091-7535-4_51 conf/icannga/1995 db/conf/icannga/icannga1995.html#RemmAS95 Frédéric Alexandre Frédéric Guyot Neurobiological Inspiration for the Architecture and Functioning of Cooperating Neural Networks. 24-30 1995 conf/iwann/1995 IWANN db/conf/iwann/iwann1995.html#AlexandreG95 https://doi.org/10.1007/3-540-59497-3_152 Thierry Balandier Alexandre Caminada Vincent Lemoine Frédéric Alexandre 170 MHz field strength prediction in urban environment using neural nets. 120-124 1995 PIMRC https://doi.org/10.1109/PIMRC.1995.476416 conf/pimrc/1995 db/conf/pimrc/pimrc1995.html#BalandierCLA95 Yannick Lallement Melanie Hilario Frédéric Alexandre Neurosymbolic Integration: Cognitive Grounds and Computational Strategies. 193-203 1995 conf/wocfai/1995 WOCFAI db/conf/wocfai/wocfai1995.html#LallementHA95

Nicolas Pican Jean-Claude Fort Frédéric Alexandre An on-line learning algorithm for the orthogonal weight estimation of MLP. 21-24 1994 1 Neural Process. Lett. 1 https://doi.org/10.1007/BF02312397 https://www.wikidata.org/entity/Q114961047 db/journals/npl/npl1.html#PicanFA94

Nicolas Pican Jean-Claude Fort Frédéric Alexandre A lateral contribution learning algorithm for multi MLP architecture. 1994 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1994-537-S.pdf conf/esann/1994 db/conf/esann/esann1994.html#PicanFA94

Frédéric Alexandre Frédéric Guyot Jean Paul Haton Yves Burnod The cortical column: A new processing unit for multilayered networks. 15-25 1991 4 Neural Networks 1 https://doi.org/10.1016/0893-6080(91)90027-3 db/journals/nn/nn4.html#AlexandreGHB91

Frédéric Alexandre Une modélisation fonctionnelle du cortex : La colonne corticale : aspects visuels et moteurs. 1990 Henri Poincaré University, Nancy, France https://tel.archives-ouvertes.fr/tel-01754366 Frédéric Guyot Frédéric Alexandre Jean-Paul Haton Principles and applications of the cortical column symbolic neural model. 703-708 1990 IJCNN https://doi.org/10.1109/IJCNN.1990.137920 conf/ijcnn/1990 db/conf/ijcnn/ijcnn1990.html#GuyotAH90 Frédéric Guyot Frédéric Alexandre Jean Paul Haton Toward a continuous model of the cortical column: Application to speech recognition. 37-40 1989 ICASSP https://doi.org/10.1109/ICASSP.1989.266357 conf/icassp/1989 db/conf/icassp/icassp1989.html#GuyotAH89 Frédéric Guyot Frédéric Alexandre Jean-Paul Haton Yves Burnod A Potentially Powerful Connectionist Unit: The Cortical Column. 369-377 1989 NATO Neurocomputing https://doi.org/10.1007/978-3-642-76153-9_43 conf/nato/1989 db/conf/nato/neuro1989.html#GuyotAHB89 Lucian Alecu Sami Ben Amor Thomas Arildsen Mohammed Attik Olivier Bach Thierry Balandier Raju S. BapiSurampudi Bapi RajuBapi Raju Surampudi Lorena A. Barba Victoire Batifol Jade Becker Fabien C. Y. Benureau Paul Bernard Philippe Bonfils Yann Boniface Audrey Bonjour Thomas Boraud Yann-Aël Le Borgne Laurent Bougrain Caroline Boulord Patrick Bresson C. Titus Brown Yves Burnod Pierre de Buyl Ozan Caglayan Alexandre Caminada Jérémy Camponovo Maxime Carrere Christelle Caucheteux Jean-François Céci Naomi Chaix-Eichel Hugo Chateau-Laurent Zijiao Chen Solange Ciavaldini-Cartaut Simon Collin Marie-Hélène Comte Patricia Corieri Snigdha Dagar Andrew P. Davison Marc-André Delsuc Nicolas Denoyelle Georgios Detorakis Alexandra K. Diem Mohamed Dogui Peter Ford DomineyPeter F. Dominey Damien Drix Thalita F. Drumond Michel Durampart Stéphane Durand 0002 Pierre Enel Jérémy Fix Lucie Fontaine Jean-Claude Fort Laurent Fouché Hervé Frezza-Buet Anne Gagnebien Charles-Antoine Gagneur Philippe Gaussier Benoît Girard 0001 Thomas Girod Laurent Goffart Olivia Guest Dominique Guidoni-Stoltz Manish Gupta 0001 Frédéric Guyot Matt G. Hall Jean Paul HatonJean-Paul Haton Mohamed Bedoui Hedi Laurent Heiser Rafael Neto Henriques Julie Henry Melanie Hilario Xavier Hinaut Konrad Hinsen Lianne-Blue Hodgkins Alain Hugget Kamil S. Jaron Gaël Jobard Ikram Chraibi Kaadoud Randa Kassab Pramod S. Kaushik Nizar Kerkeni Khaled Ben Khalifa Mehdi Khamassi Almar Klein Aurélie Lagarrigue Yannick Lallement Quentin Lanneau Vincent Lemoine Alexandre Lepage Romain Liblau Tiina Manninen Pietro Marchesi Daniel J. McGlinnDan McGlinn Olivier Ménard Chloé Mercier 0001 Jean-François Metral Christoph Metzner Bhargav Teja Nallapu Paul Olry Subba Reddy Oota Guillaume Padiolleau Axel Palaude Denis Penninckx Owen L. Petchey Nicolas Pican Hans Ekkehard Plesser Timothée Poisot Florian Pouget Karthik Ram Yoav Ram Pauline Reboul Jean-François RemmJean-Francois Remm Etienne B. Roesch Margarida Romero Cyrille Rossant Vahid Rostami Nicolas P. Rougier Lisa Roux Zouhour Neji Ben Salem Jean-Christophe Sarrazin Laurent Savy Nishal Shah Aaron Shifman Karen Sobriel Jemma Stachelek Marcel Stimberg Frank Stollmeier Wahiba Taouali Arnaud Tonnelier Juan-Manuel Torres-Moreno Florence Tressols Nathan Trouvain Federico Vaggi Alexandre Variengien Stéphane Vialle Guillaume Viejo Thierry Viéville Julien Vitay Anya E. Vostinar Jianyong Xue Roman Yurchak Tiziano Zito