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Plasticité et codage temporel dans les réseaux impulsionnels appliqués à l'apprentissage de représentations

Adrien Fois
Informatique [cs]. Université de Lorraine, 2022. Français. ⟨NNT : 2022LORR0299⟩
Thèse tel-04072647v1
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A Spiking Neural Architecture for Vector Quantization and Clustering

Adrien Fois , Bernard Girau
ICONIP 2020, 27th International Conference on Neural Information Processing, Nov 2020, BANGKOK, Thailand
Communication dans un congrès hal-02984431v1
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Measurement and analysis of physical parameters of the handshake between two persons according to simple social contexts

Gilles Tagne , Patrick Henaff , Nicolas Grégori
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2016, Daejeon, South Korea. ⟨10.1109/IROS.2016.7759125⟩
Communication dans un congrès hal-01843162v1

Deep learning for the detection of semantic features in tree X-ray CT scans

Salim Khazem , Antoine Richard , Jérémy Fix , Cedric Pradalier
Artificial Intelligence in Agriculture, 2023, 7, pp.13-26. ⟨10.1016/j.aiia.2022.12.001⟩
Article dans une revue hal-04095537v1
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Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning

Antonin Calba , Alain Dutech , Jérémy Fix
29th European Symposium on Artificial Neural Networks, Oct 2021, Bruges/Online, Belgium. ⟨10.14428/esann/2021.es2021-62⟩
Communication dans un congrès hal-03550442v1
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Look and Feel What and How Recurrent Self-Organizing Maps Learn

Jérémy Fix , Hervé Frezza-Buet
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, WSOM 19, 976, pp.3-12, 2020, Advances in Intelligent Systems and Computing, 978-3-030-19641-7. ⟨10.1007/978-3-030-19642-4_1⟩
Chapitre d'ouvrage hal-02120117v1
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Motivated Self-Organization

Nicolas P. Rougier , Yann Boniface
12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, , Jun 2017, Nancy, France
Communication dans un congrès hal-01513519v1

GPS Data Correction Based on Fuzzy Logic for Tracking Land Vehicles

Pedro Correa-Caicedo , Horacio Rostro-González , Martin Rodriguez-Licea , Óscar Octavio Gutiérrez-Frías , Carlos Alonso Herrera-Ramírez , et al.
Mathematics , 2021, 9 (21), pp.2818. ⟨10.3390/math9212818⟩
Article dans une revue hal-03549310v1
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In the quest of efficient hardware implementations of dynamic neural fields: an experimental study on the influence of the kernel shape

Benoît Chappet de Vangel , Jérémy Fix
Intemational Joint Conference on Neural Networks (IJCNN), Jul 2016, Vancouver, Canada. ⟨10.1109/IJCNN.2016.7727446⟩
Communication dans un congrès hal-01482258v1
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Pruning Self-Organizing Maps for Cellular Hardware Architectures

Andres Upegui , Bernard Girau , Nicolas P. Rougier , Fabien Vannel , Benoit Miramond
AHS 2018 - 12th NASA/ESA Conference on Adaptive Hardware and Systems, Aug 2018, Edinburgh, United Kingdom. pp.272-279, ⟨10.1109/AHS.2018.8541465⟩
Communication dans un congrès hal-01826263v1

QUALCOM : une expérience sur la qualification des comportements d’une lampe robotique

Joffrey Becker , Virginie Andre , Alain Dutech
Techniques et culture, 2019, Varia, ⟨10.4000/tc.10771⟩
Article dans une revue hal-02075467v1

Cardiac Abnormality Detection Based on an Ensemble Voting of Single-Lead Classifier Predictions

Pierre Aublin , Mouin Ben Ammar , Nina Achache , Melina Benahmed , Aymane El Hichami , et al.
2021 Computing in Cardiology (CinC), Sep 2021, Brno, France. pp.1-4, ⟨10.23919/cinc53138.2021.9662824⟩
Communication dans un congrès hal-04556415v1
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Self-Organizing Temporally Coded Representation Learning

Adrien Fois , Bernard Girau
ICANN - International Conference on Artificial Neural Networks, Sep 2023, Heraklion, Greece. pp.420-431, ⟨10.1007/978-3-031-44207-0_35⟩
Communication dans un congrès hal-04420071v1
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Developmental Reinforcement Learning through Sensorimotor Space Enlargement

Matthieu Zimmer , Yann Boniface , Alain Dutech
ICDL-EPIROB 2018 - 8th joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Sep 2018, Tokyo, Japan. pp.1-6, ⟨10.1109/DEVLRN.2018.8761021⟩
Communication dans un congrès hal-01876995v2

Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture

Tat’y Mwata-Velu , Juan Gabriel Avina-Cervantes , Jorge Mario Cruz-Duarte , Horacio Rostro-Gonzalez , Jose Ruiz-Pinales
Mathematics , 2021, Special Issue Numerical Analysis of Artificial Neural Networks, 9 (24), pp.3297. ⟨10.3390/math9243297⟩
Article dans une revue hal-03550052v1
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CxSOM : vers une architecture non hiérarchique de cartes auto-organisatrices : Méthode et outils d’analyse

Noémie Gonnier
Machine Learning [stat.ML]. CentraleSupélec, 2023. Français. ⟨NNT : 2023CSUP0001⟩
Thèse tel-04228165v2
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The Human Activity Radar Challenge: Benchmarking Based on the ‘Radar Signatures of Human Activities’ Dataset From Glasgow University

Shufan Yang , Julien Le Kernec , Olivier Romain , Francesco Fioranelli , Pierre Cadart , et al.
IEEE Journal of Biomedical and Health Informatics, 2023, 27 (4), pp.1813-1824. ⟨10.1109/JBHI.2023.3240895⟩
Article dans une revue hal-04500661v1
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Calcul neuromorphique pour l’exploration et la catégorisation robuste d’environnement visuel et multimodal dans les systèmes embarqués.

Yann Bernard
Réseau de neurones [cs.NE]. Université de Lorraine, 2021. Français. ⟨NNT : 2021LORR0295⟩
Thèse tel-03547909v1
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NP-SOM: network programmable self-organizing maps

Yann Bernard , Emeline Buoy , Adrien Fois , Bernard Girau
2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2018, Volos, Greece. pp.908-915, ⟨10.1109/ICTAI.2018.00141⟩
Communication dans un congrès hal-02058458v1
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A fast algorithm to find Best Matching Units in Self-Organizing Maps

Yann Bernard , Nicolas Hueber , Bernard Girau
ICANN 2020, 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia
Communication dans un congrès hal-02984424v1
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Enhanced representation learning with temporal coding in sparsely spiking neural networks

Adrien Fois , Bernard Girau
Frontiers in Computational Neuroscience, 2023, 17, ⟨10.3389/fncom.2023.1250908⟩
Article dans une revue hal-04420023v1
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Non-Associative Learning and the Iterant Deformable Sensorimotor Medium

Tristan Gillard , Alain Dutech , Jérémy Fix
[Research Report] RR-9472, Inria Nancy - Grand Est. 2022, pp.50
Rapport hal-03672726v1
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Quelques considérations interactionnelles autour d'une expérience robotique

Virginie André , Yann Boniface
WACAI 2018 - Workshop sur les "Affects, Compagnons Artificiels et Interactions", Jun 2018, Ile de Porquerolles, France
Communication dans un congrès hal-01862725v1

Guido and Am I Robot?, case study of two robotic artworks operating in public spaces

Paul Granjon , Alain Dutech , Patrick Henaff
ICLI 2018 - International Conference on Live Interfaces, Jun 2018, Porto, Portugal
Communication dans un congrès hal-01843041v1
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Fault Tolerance of Self Organizing Maps

Bernard Girau , César Torres-Huitzil
Neural Computing and Applications, 2018, ⟨10.1007/s00521-018-3769-6⟩
Article dans une revue hal-02058459v1
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Modèles cellulaires de champs neuronaux dynamiques

Benoît Chappet de Vangel
Réseau de neurones [cs.NE]. Université de Lorraine, 2016. Français. ⟨NNT : 2016LORR0194⟩
Thèse tel-01482251v2
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[Re] Modeling habits as self-sustained patterns of sensorimotor behavior

Tristan Gillard , Jérémy Fix , Alain Dutech
The ReScience journal, 2022, ⟨10.5281/zenodo.6478462⟩
Article dans une revue hal-03725504v1
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Fault Tolerance of Self Organizing Maps

Cesar Torres-Huitzil , Oleksandr Popovych , Bernard Girau
WSOM+17 - 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, Jun 2017, Nancy, France
Communication dans un congrès hal-01574212v1

Increasing Capacity of Association Memory by Means of Synaptic Clustering

Viacheslav Osaulenko , Bernard Girau , Oleksandr Makarenko , Patrick Henaff
Neural Processing Letters, 2019, 50 (3), pp.2717-2730. ⟨10.1007/s11063-019-10051-7⟩
Article dans une revue hal-02143550v1
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Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent

Tristan Gillard , Jérémy Fix , Alain Dutech
International Conference on Simulation of Adaptive Behavior (SAB22), Sep 2022, Cergy-Pontoise, France. pp.15-27, ⟨10.1007/978-3-031-16770-6_2⟩
Communication dans un congrès hal-04031636v1