Vincent Gripon

153
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Publications

Image document

A Strong and Simple Deep Learning Baseline for BCI Motor Imagery Decoding

Yassine El Ouahidi , Vincent Gripon , Bastien Pasdeloup , Ghaith Bouallegue , Nicolas Farrugia et al.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, pp.3338-3347. ⟨10.1109/TNSRE.2024.3451010⟩
Article dans une revue hal-05002793 v1
Image document

Local Mixup: Interpolation of closest input signals to prevent manifold intrusion

Raphael Baena , Lucas Drumetz , Vincent Gripon
Signal Processing, 2024, 219, pp.109395. ⟨10.1016/j.sigpro.2024.109395⟩
Article dans une revue hal-04591752 v1
Image document

Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning

Raphael Lafargue , Luke Anthony Smith , Franck Vermet , Mathias Löwe , Ian Reid et al.
Transactions on Machine Learning Research Journal, 2024, https://openreview.net/forum?id=JxxkKt9yrx
Article dans une revue hal-04702128 v1
Image document

Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning

Yuqing Hu , Stéphane Pateux , Vincent Gripon
Algorithms, 2022, 15 (5), pp.147. ⟨10.3390/a15050147⟩
Article dans une revue hal-03675145 v1
Image document

Rethinking Weight Decay for Efficient Neural Network Pruning

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , Thomas Hannagan et al.
Journal of Imaging, 2022, 8 (3), pp.64. ⟨10.3390/jimaging8030064⟩
Article dans une revue hal-03675138 v1
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Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-The-Art Few-Shot Classification with Simple Components

Yassir Bendou , Yuqing Hu , Raphael Lafargue , Giulia Lioi , Bastien Pasdeloup et al.
Journal of Imaging, 2022, 8 (7), pp.179. ⟨10.3390/jimaging8070179⟩
Article dans une revue hal-03714237 v1
Image document

ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget

Guillaume Coiffier , Ghouthi Boukli Hacene , Vincent Gripon
IoT, 2021, 2 (2), pp.222-235. ⟨10.3390/iot2020012⟩
Article dans une revue hal-03238788 v1
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Some Remarks on Replicated Simulated Annealing

Vincent Gripon , Matthias Löwe , Franck Vermet
Journal of Statistical Physics, 2021, 182 (3), ⟨10.1007/s10955-021-02727-z⟩
Article dans une revue hal-03238781 v1
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Gradients of connectivity as graph Fourier bases of brain activity

Giulia Lioi , Vincent Gripon , Abdelbasset Brahim , François Rousseau , Nicolas Farrugia
Network Neuroscience, 2021, 5 (2), pp.322-336. ⟨10.1162/netn_a_00183⟩
Article dans une revue hal-03238786 v1
Image document

Improved Visual Localization via Graph Smoothing

Carlos Lassance , Yasir Latif , Ravi Garg , Vincent Gripon , Ian Reid
Journal of Imaging, 2021, 7 (20), ⟨10.3390/jimaging7020020⟩
Article dans une revue hal-02487479 v1
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Laplacian networks: bounding indicator function smoothness for neural networks robustness

Carlos Lassance , Vincent Gripon , Antonio Ortega
APSIPA Transactions on Signal and Information Processing, 2021, 10, pp.e2. ⟨10.1017/ATSIP.2021.2⟩
Article dans une revue hal-03134179 v1
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Representing Deep Neural Networks Latent Space Geometries with Graphs

Carlos Lassance , Vincent Gripon , Antonio Ortega
Algorithms, 2021, 14 (2), pp.39. ⟨10.3390/a14020039⟩
Article dans une revue hal-03238776 v1

Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
Journal of Signal Processing Systems, 2019, 91 (9), pp.1063-1073. ⟨10.1007/s11265-019-01450-z⟩
Article dans une revue hal-02273161 v1
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Transfer Incremental Learning Using Data Augmentation

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
Applied Sciences, 2018, 8 (12), pp.2512. ⟨10.3390/app8122512⟩
Article dans une revue hal-01950211 v1

Associative Memories to Accelerate Approximate Nearest Neighbor Search

Vincent Gripon , Matthias Löwe , Franck Vermet
Applied Sciences, 2018, 8 (9), ⟨10.3390/app8091676⟩
Article dans une revue hal-01875907 v1
Image document

SimiNet: a Novel Method for Quantifying Brain Network Similarity

Ahmad Mheich , Mahmoud Hassan , Mohamad Khalil , Vincent Gripon , Olivier Dufor et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40 (9), pp.2238-2249. ⟨10.1109/TPAMI.2017.2750160⟩
Article dans une revue hal-01591250 v1

Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals

Vincent Gripon , Bastien Pasdeloup , Grégoire Mercier , Dominique Pastor , Michael Rabbat
IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (3), pp.481 - 496. ⟨10.1109/TSIPN.2017.2742940⟩
Article dans une revue hal-01875916 v1
Image document

Memory vectors for similarity search in high-dimensional spaces

Ahmet Iscen , Teddy Furon , Vincent Gripon , Michael Rabbat , Hervé Jégou
IEEE Transactions on Big Data, 2017, 4 (1), pp.65 - 77. ⟨10.1109/TBDATA.2017.2677964⟩
Article dans une revue hal-01481220 v1

Characterization and Inference of Graph Diffusion Processes from Observations of Stationnary Signals

Bastien Pasdeloup , Vincent Gripon , Grégoire Mercier , Dominique Pastor , Michael Rabbat
IEEE Transactions on Signal and Information Processing over Networks, 2017, PP (99), ⟨10.1109/TSIPB.2017.2742940⟩
Article dans une revue hal-01759090 v1

A Biologically Inspired Framework for Visual Information Processing and an Application on Modeling Bottom-Up Visual Attention

Ala Aboudib , Vincent Gripon , Gilles Coppin
Cognitive Computation, 2016, 8 (6), pp.1007 - 1026. ⟨10.1007/s12559-016-9430-8⟩
Article dans une revue hal-01511159 v1

Fault-Tolerant Associative Memories Based on c-Partite Graphs

François Leduc-Primeau , Vincent Gripon , Michael Rabbat , Warren J. Gross
IEEE Transactions on Signal Processing, 2016, 64 (4), pp.829 - 841. ⟨10.1109/TSP.2015.2489600⟩
Article dans une revue hal-01314706 v1
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A Comparative Study of Sparse Associative Memories

Vincent Gripon , Judith Heusel , Matthias Löwe , Franck Vermet
Journal of Statistical Physics, 2016, 164 (1), pp.105 - 129. ⟨10.1007/s10955-016-1530-z⟩
Article dans une revue hal-01374657 v1

Storing sequences in binary tournament-based neural networks

Xiaoran Jiang , Vincent Gripon , Claude Berrou , Michael Rabbat
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27 (5), pp.913 - 925. ⟨10.1109/TNNLS.2015.2431319⟩
Article dans une revue hal-01308341 v1

Twin Neurons for Efficient Real-World Data Distribution in Networks of Neural Cliques. Applications in Power Management in Electronic Circuits

Bartosz Boguslawski , Vincent Gripon , Fabrice Seguin , Frédéric Heitzmann
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27 (2), pp.375 - 387. ⟨10.1109/TNNLS.2015.2480545⟩
Article dans une revue hal-01271611 v1
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Constraining the Connectivity of Sparse Neural Associative Memories

Philippe Tigréat , Vincent Gripon , Pierre-Henri Horrein
International Journal On Advances in Life Sciences, 2016, 8 (3), pp.203-213
Article dans une revue hal-01499953 v1

Algorithm and Architecture for a Low-Power Content-Addressable Memory Based on Sparse-Clustered Networks

Hooman Jarollahi , Vincent Gripon , Naoya Onizawa , Warren Gross
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2015, 23 (4), pp.642 - 653. ⟨10.1109/TVLSI.2014.2316733⟩
Article dans une revue hal-01170233 v1

Algorithm and Architecture of Fully-Parallel Associative Memories Based on Sparse Clustered Networks

Hooman Jarollahi , Naoya Onizawa , Vincent Gripon , Warren Gross
Journal of Signal Processing Systems, 2014, 76 (3), pp.235-247
Article dans une revue hal-01057361 v1

Storing sparse messages in networks of neural cliques

Behrooz Kamary Aliabadi , Claude Berrou , Vincent Gripon , Xiaoran Jiang
IEEE Transactions on Neural Networks, 2014, 25 (5), pp.980 - 989. ⟨10.1109/TNNLS.2013.2285253⟩
Article dans une revue hal-00994216 v1

A Non-Volatile Associative Memory-Based Context-Driven Search Engine Using 90 nm CMOS/MTJ-Hybrid Logic-in-Memory Architecture

Hooman Jarollahi , Naoya Onizawa , Vincent Gripon , Noboru Sakimura , Tadahiko Sugibayashi et al.
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2014, 4 (4), pp.460 - 474. ⟨10.1109/JETCAS.2014.2361061⟩
Article dans une revue hal-01172742 v1

Sparse neural networks with large learning diversity

Vincent Gripon , Claude Berrou
IEEE Transactions on Neural Networks, 2011, 22 (7), pp.1087 - 1096. ⟨10.1109/TNN.2011.2146789⟩
Article dans une revue hal-00609246 v1
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Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding

Yassine El Ouahidi , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup , Vincent Gripon
EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715003⟩
Communication dans un congrès hal-04645175 v1

Design Environment of Quantization-Aware Edge AI Hardware for Few-Shot Learning

R. Kanda , N. Onizawa , Mathieu Leonardon , Vincent Gripon , T. Hanyu
2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS), Aug 2024, Springfield, France. pp.928-931, ⟨10.1109/MWSCAS60917.2024.10658789⟩
Communication dans un congrès hal-04984380 v1

On Transfer in Classification: How Well do Subsets of Classes Generalize?

Raphael Baena , Lucas Drumetz , Vincent Gripon
EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1836-1840, ⟨10.23919/EUSIPCO63174.2024.10715243⟩
Communication dans un congrès hal-05002785 v1
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Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions

Yassine El Ouahidi , Lucas Drumetz , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup et al.
GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04507161 v1
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Un modèle statistique pour prédire la généralisation dans des tâches de classification avec peu d'exemples

Yassir Bendou , Giulia Lioi , Bastien Pasdeloup , Vincent Gripon
GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France
Communication dans un congrès hal-04644714 v1

A Statistical Model for Predicting Generalization in Few-Shot Classification

Yassir Bendou , Vincent Gripon , Bastien Pasdeloup , Giulia Lioi , Lukas Mauch et al.
EUSIPCO 2023: 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1260-1264, ⟨10.23919/EUSIPCO58844.2023.10289951⟩
Communication dans un congrès hal-05002766 v1

Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models

Raphael Baena , Lucas Drumetz , Vincent Gripon
ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095195⟩
Communication dans un congrès hal-04173117 v1

Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand et al.
SYSINT 2022: International Conference on System-Integrated Intelligence, Springer, Sep 2022, Genova, Italy. pp.553-563, ⟨10.1007/978-3-031-16281-7_52⟩
Communication dans un congrès hal-03767636 v1
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Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities

Yassine El Ouahidi , Lucas Drumetz , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup et al.
ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097201⟩
Communication dans un congrès hal-04173113 v1
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Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification

Yuqing Hu , Stéphane Pateux , Vincent Gripon
AISTATS 2023: 26th International Conference on Artificial Intelligence and Statistics, Apr 2023, Valence, Spain. pp.5899-5917
Communication dans un congrès hal-04173120 v1
Image document

Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions

Yassine El Ouahidi , Lucas Drumetz , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup et al.
GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France
Communication dans un congrès hal-04644669 v1
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Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers

Hamoud Younes , Hugo Le Blevec , Mathieu Léonardon , Vincent Gripon
SYSINT 2022: International Conference on System-Integrated Intelligence, Sep 2022, Genova, Italy. pp.543-552, ⟨10.1007/978-3-031-16281-7_51⟩
Communication dans un congrès hal-03850858 v1

Active Learning for Efficient Few-Shot Classification

Aymane Abdali , Vincent Gripon , Lucas Drumetz , Bartosz Boguslawski
ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095220⟩
Communication dans un congrès hal-04173107 v1
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Régularisation entropique des vecteurs de caractéristiques d'un réseau de neurones pour une meilleur transférabilité

Raphael Baena , Lucas Drumetz , Vincent Gripon
GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble (FRANCE), France
Communication dans un congrès hal-04058379 v1
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Classes adversaires dans l'apprentissage avec peu d'exemples

Raphael Lafargue , Jean-Philippe Diguet , Vincent Gripon , Bastien Pasdeloup
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03690074 v1
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Le manchot, la banane et la bibliothèque. . . (de la désambiguïsation d'une tâche de classification avec un exemple)

Yassir Bendou , Lucas Drumetz , Vincent Gripon , Giulia Lioi , Bastien Pasdeloup
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03694660 v1

Leveraging Structured Pruning of Convolutional Neural Networks

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , David Bertrand et al.
SiPS 2022: IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-6, ⟨10.1109/SiPS55645.2022.9919253⟩
Communication dans un congrès hal-03767634 v1
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Un Mixup Local pour empêcher les intrusions de variétés

Raphael Baena , Lucas Drumetz , Vincent Gripon
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03693098 v1
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Élagage de réseaux profond de neurones par dégradation sélective des pondérations

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , Thomas Hannagan et al.
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03695958 v1
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Élagage de réseaux de neurones convolutifs sur graphes pour la sélection de fréquences significatives pour le décodage d'IRMf

Yassine El Ouahidi , Hugo Tessier , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup et al.
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03696640 v1
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Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding

Yassine El Ouahidi , Hugo Tessier , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup et al.
EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩
Communication dans un congrès hal-04173125 v1
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Investigating the Not-So-Obvious Effects of Structured Pruning

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand et al.
ICML 2022 - Hardware-aware efficient training (HAET), Jul 2022, Baltimore, United States
Communication dans un congrès hal-03706472 v1
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A Local Mixup to Prevent Manifold Intrusion

Raphael Baena , Lucas Drumetz , Vincent Gripon
EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. ⟨10.23919/EUSIPCO55093.2022.9909890⟩
Communication dans un congrès hal-03683702 v1

Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning

Vincent Gripon , Yuqing Hu , Stéphane Pateux
ICANN 2021: 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia. pp.487-499, ⟨10.1007/978-3-030-86340-1_39⟩
Communication dans un congrès hal-03675135 v1
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Attention Based Pruning for Shift Networks

Ghouthi Boukli Hacene , Carlos Lassance , Vincent Gripon , Matthieu Courbariaux , Yoshua Bengio
ICPR 2020: 25th International Conference on Pattern Recognition, Jan 2021, Milan (virtual), Italy. pp.4054-4061, ⟨10.1109/ICPR48806.2021.9412859⟩
Communication dans un congrès hal-03238771 v1

Towards an Intrinsic Definition of Robustness for a Classifier

Theo Giraudon , Vincent Gripon , Matthias Lowe , Franck Vermet
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.4015-4019, ⟨10.1109/ICASSP39728.2021.9414573⟩
Communication dans un congrès hal-03238789 v1

Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification

Yuqing Hu , Vincent Gripon , Stephane Pateux
ICPR 2020: 25th International Conference on Pattern Recognition, Jan 2021, Milan, Italy. pp.8164-8171, ⟨10.1109/ICPR48806.2021.9412076⟩
Communication dans un congrès hal-03238774 v1

Graph Topology Inference Benchmarks for Machine Learning

Carlos Lassance , Vincent Gripon , Gonzalo Mateos
MLSP 2020 : IEEE 30th International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Brazil. pp.1-6, ⟨10.1109/MLSP49062.2020.9231794⟩
Communication dans un congrès hal-03238747 v1

Improving Classification Accuracy With Graph Filtering

M. Hamidouche , C. Lassance , Y. Hu , Lucas Drumetz , Bastien Pasdeloup et al.
ICIP 2021: IEEE International Conference on Image Processing, Sep 2021, Anchorage, United States. pp.334-338, ⟨10.1109/ICIP42928.2021.9506042⟩
Communication dans un congrès hal-03675142 v1
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Few-Shot Decoding of Brain Activation Maps

Myriam Bontonou , Giulia Lioi , Nicolas Farrugia , Vincent Gripon
EUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. pp.1326-1330, ⟨10.23919/EUSIPCO54536.2021.9616158⟩
Communication dans un congrès hal-03675137 v1

Deep Geometric Knowledge Distillation with Graphs

Carlos Lassance , Myriam Bontonou , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang et al.
ICASSP 2020: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8484-8488, ⟨10.1109/ICASSP40776.2020.9053986⟩
Communication dans un congrès hal-02871309 v1

GPU-based Self-Organizing-Maps for Post-Labeled Few-Shot Unsupervised Learning

Lyes Khacef , Vincent Gripon , Benoit Miramond
International Conference on Neural Information Processing (ICONIP) 2020, Aug 2020, Bangkok, Thailand. pp.404-416, ⟨10.1007/978-3-030-63833-7_34⟩
Communication dans un congrès hal-02934233 v1
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Robustesse structurelle des architectures d'apprentissage profond

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
GRETSI, Aug 2020, Lille, France
Communication dans un congrès hal-02871252 v1

Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Matthieu Arzel , Nicolas Farrugia , Yoshua Bengio
NEWCAS 2020 : 18th IEEE International New Circuits and Systems Conference, Jun 2020, Montréal, Canada. pp.206-209, ⟨10.1109/NEWCAS49341.2020.9159769⟩
Communication dans un congrès hal-02934543 v1

Efficient Hardware Implementation of Incremental Learning and Inference on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
NEWCAS 2019 : 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961310⟩
Communication dans un congrès hal-02487476 v1
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Un modèle unifié pour la classification de signaux sur graphe avec de l'apprentissage profond

Myriam Bontonou , Carlos Lassance , Jean-Charles Vialatte , Vincent Gripon
GRETSI, Aug 2020, Lille, France
Communication dans un congrès hal-02871259 v1
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Comparing linear structure-based and data-driven latent spatial representations for sequence prediction

Myriam Bontonou , Carlos Lassance , Vincent Gripon , Nicolas Farrugia
SPIE Optical Engineering + Applications, Aug 2019, San Diego, United States. ⟨10.1117/12.2528450⟩
Communication dans un congrès hal-02189734 v1

Structural Robustness for Deep Learning Architectures

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.125-129, ⟨10.1109/DSW.2019.8755564⟩
Communication dans un congrès hal-02487448 v1

Introducing Graph Smoothness Loss for Training Deep Learning Architectures

Myriam Bontonou , Carlos Lassance , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang et al.
2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.160-164, ⟨10.1109/DSW.2019.8755559⟩
Communication dans un congrès hal-02487427 v1

Training Modern Deep Neural Networks for Memory-Fault Robustness

Ghouthi Boukli Hacene , François Leduc-Primeau , Amal Ben Soussia , Vincent Gripon , François Gagnon
2019 IEEE International Symposium on Circuits and Systems (ISCAS), May 2019, Sapporo, Japan. pp.1-5, ⟨10.1109/ISCAS.2019.8702382⟩
Communication dans un congrès hal-02487434 v1
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Robustesse des réseaux de neurones profonds aux défaillances mémoire

Ghouthi Boukli Hacene , François Leduc-Primeau , Amal Ben Soussia , Vincent Gripon , François Gagnon
GRETSI, Aug 2019, Lille, France
Communication dans un congrès hal-02871265 v1

An Inside Look at Deep Neural Networks using Graph Signal Processing

Vincent Gripon , Antonio Ortega , Benjamin Girault
2018 Information Theory and Applications Workshop (ITA), Feb 2018, San Diego, CA, United States. pp.1-9, ⟨10.1109/ITA.2018.8503214⟩
Communication dans un congrès hal-01959770 v1

Improving Accuracy of Nonparametric Transfer Learning Via Vector Segmentation

Vincent Gripon , Ghouthi Hacene , Matthias Lowe , Franck Vermet
ICASSP 2018 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, France. ⟨10.1109/ICASSP.2018.8462273⟩
Communication dans un congrès hal-01919815 v1

Matching Convolutional Neural Networks without Priors about Data

Vincent Gripon , Carlos Eduardo Rosar Kos Lassance , Jean-Charles Vialatte
DSW 2018 : IEEE Data Science Workshop, Jun 2018, Lausanne, France. ⟨10.1109/DSW.2018.8439900⟩
Communication dans un congrès hal-01875919 v1

Graph-Projected Signal Processing

Nicolas Grelier , Carlos Eduardo Rosar Kós Lassance , Elsa Dupraz , Vincent Gripon
GlobalSIP 2018 : IEEE International Conference on Signal and Information Processing, Nov 2018, Anaheim, États-Unis. ⟨10.1109/GlobalSIP.2018.8646674⟩
Communication dans un congrès hal-02280720 v1

An Intrinsic Difference Between Vanilla RNNs and GRU Models

Tristan Stérin , Nicolas Farrugia , Vincent Gripon
COGNITIVE 2017 : Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.76 - 81
Communication dans un congrès hal-01522887 v1
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Incremental Learning on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montréal, Canada. ⟨10.1109/GlobalSIP.2017.8309068⟩
Communication dans un congrès hal-01754847 v1

Translation sur graphe avec préservation du voisinage

Nicolas Grelier , Bastien Pasdeloup , Jean-Charles Vialatte , Vincent Gripon
GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan Les Pins, France
Communication dans un congrès hal-01617209 v1
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Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
SIPS 2017 : IEEE International Workshop on Signal Processing Systems, Oct 2017, Lorient, France. pp.1 - 4, ⟨10.1109/SiPS.2017.8109978⟩
Communication dans un congrès hal-01656152 v1

Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction

Mathilde Menoret , Nicolas Farrugia , Bastien Pasdeloup , Vincent Gripon
GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montreal, Canada. pp.618 - 622, ⟨10.1109/GlobalSIP.2017.8309033⟩
Communication dans un congrès hal-01761345 v1

Learning local receptive fields and their weight sharing scheme on graphs

Jean-Charles Vialatte , Vincent Gripon , Gilles Coppin
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Nov 2017, Montreal, France. ⟨10.1109/GlobalSIP.2017.8309034⟩
Communication dans un congrès hal-01773846 v1

Performance of Neural Clique Networks Subject to Synaptic Noise

Eliott Coyac , Vincent Gripon , Charlotte Langlais , Claude Berrou
COGNITIVE 2017 : The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.4 - 9
Communication dans un congrès hal-01522729 v1

Tropical graph signal processing

Vincent Gripon
2017 51st Asilomar Conference on Signals, Systems, and Computers, Oct 2017, Pacific Grove, France. ⟨10.1109/ACSSC.2017.8335134⟩
Communication dans un congrès hal-01875913 v1

NoC-MRAM Architecture for Memory-Based Computing: database-search case study

Mostafa Rizk , Jean-Philippe Diguet , Naoya Onizawa , Amer Baghdadi , Martha Johanna Sepulveda Florez et al.
NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference, Jun 2017, Strasbourg, France. ⟨10.1109/NEWCAS.2017.8010167⟩
Communication dans un congrès hal-01528137 v1
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Finding All Matches in a Database using Binary Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
COGNITIVE 2017: The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.59-64
Communication dans un congrès hal-01522646 v1
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Assembly output codes for learning neural networks

Philippe Tigréat , Carlos Rosar Kos Lassance , Xiaoran Jiang , Vincent Gripon , Claude Berrou
ISTC 2016 - 9th International Symposium on Turbo Codes & Iterative Information Processing, Sep 2016, Brest, France. pp.285-289, ⟨10.1109/ISTC.2016.7593122⟩
Communication dans un congrès hal-01502488 v1

Towards a characterization of the Uncertainty cuve for graphs

Bastien Pasdeloup , Vincent Gripon , Grégoire Mercier , Dominique Pastor
ICASSP 2016 : 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.4558 - 4562, ⟨10.1109/ICASSP.2016.7472540⟩
Communication dans un congrès hal-01574034 v1

A Turbo-Inspired Iterative Approach for Correspondence Problems of Image Features

Ala Aboudib , Vincent Gripon , Gilles Coppin
ISTC 2016 : 9th International symposium on Turbo Codes and Iterative Information Processing, Sep 2016, Brest, France. pp.226 - 230, ⟨10.1109/ISTC.2016.7593110⟩
Communication dans un congrès hal-01374636 v1
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Improved Willshaw Networks with Local Inhibition

Philippe Tigréat , Vincent Gripon , Pierre-Henri Horrein
The Eighth International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy
Communication dans un congrès hal-01500297 v1

Neighborhood-Preserving Translations on Graphs

Nicolas Grelier , Bastien Pasdeloup , Jean-Charles Vialatte , Vincent Gripon
GlobalSIP 2016 : IEEE Global Conference on Signal and Information Processing, Dec 2016, Arlington, United States. pp.410 - 414
Communication dans un congrès hal-01511073 v1

Distributed coding and synaptic pruning

Eliott Coyac , Vincent Gripon , Charlotte Langlais , Claude Berrou
ISTC 2016 : 9th International symposium on Turbo Codes and Iterative Information Processing, Sep 2016, Brest, France. pp.206 - 210
Communication dans un congrès hal-01374130 v1

A Neural Network Model for Solving the Feature Correspondence Problem

Ala Aboudib , Vincent Gripon , Gilles Coppin
ICANN 2016 : 25th International Conference on Artificial Neural Networks, Sep 2016, Barcelone, Spain. pp.439 - 446, ⟨10.1007/978-3-319-44781-0_52⟩
Communication dans un congrès hal-01371020 v1

Characterizing graphs from diffused worshop

Bastien Pasdeloup , Vincent Gripon , Dominique Pastor , Grégoire Mercier , Michael Rabbat
GSP 2016 : Graph Signal Processing Workshop, May 2016, Philadelphia, United States
Communication dans un congrès hal-01598379 v1
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Massively parallel implementation of sparse message retrieval algorithms in Clustered Clique Networks

Philippe Tigréat , Pierre-Henri Horrein , Vincent Gripon
The 2016 International Conference on High Performance Computing & Simulation (HPCS2016), Jul 2016, Innsbrück, Austria. pp.935 - 939, ⟨10.1109/HPCSim.2016.7568434⟩
Communication dans un congrès hal-01503968 v1

Nearest Neighbour Search Using Binary Neural Networks

Demetrio Ferro , Vincent Gripon , Xiaoran Jiang
IJCNN 2016 : International Joint Conference on Neural Networks , Jul 2016, Vancouver, Canada. pp.5106 - 5112, ⟨10.1109/IJCNN.2016.7727873⟩
Communication dans un congrès hal-01611664 v1

Compression of Deep Neural Networks on the Fly

Guillaume Soulie , Vincent Gripon , Maëlys Robert
ICANN 2016 : 25th International Conference on Artificial Neural Networks, Sep 2016, Barcelone, Spain. pp.153 - 160
Communication dans un congrès hal-01371021 v1

SimNet: A new algorithm for measuring brain networks similarity

Ahmad Mheich , Mahmoud Hassan , Fabrice Wendling , Mohamad Khalil , Olivier Dufor et al.
ICABME 2015 : 3rd International Conference on Advances in Biomedical Engineering Advances in Biomedical Engineering, Sep 2015, Beyrouth, Lebanon. pp.119 - 122, ⟨10.1109/ICABME.2015.7323266⟩
Communication dans un congrès hal-01375613 v1

Using Tags to Improve Diversity of Sparse Associative Memories

Vincent Gripon , Stephen Larroque , Ehsan Sedgh Gooya , Dominique Pastor
COGNITIVE 2015: The Seventh International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.1 - 7
Communication dans un congrès hal-02115988 v1

A novel algorithm for measuring graph similarity: application to brain networks

Ahmad Mheich , M. Hassan , Vincent Gripon , M. Khalil , C. Berrou et al.
7th Annual International IEEE EMBS Conference on Neural Engineering (NER), Apr 2015, Montpellier, France. pp.1068--1071
Communication dans un congrès hal-01380111 v1
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Algorithm and Implementation of an Associative Memory for Oriented Edge Detection Using Improved Clustered Neural Networks

Robin Danilo , Hooman Jarollahi , Vincent Gripon , P Coussy , Laura Conde-Canencia et al.
2015 International Symposium on Circuits and Systems (ISCAS 2015), May 2015, Lisbonne, Portugal. pp.2501 - 2504, ⟨10.1109/ISCAS.2015.7169193⟩
Communication dans un congrès hal-02116052 v1
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Graph reconstruction from the observation of diffused signals

Bastien Pasdeloup , Michael Rabbat , Vincent Gripon , Dominique Pastor , Grégoire Mercier
Allerton 2015 : 63th Annual Allerton conference on communication, control and Computing, Sep 2015, Allerton, United States. pp.1 - 5
Communication dans un congrès hal-01310966 v1

Automatic face recognition using SIFT and networks of tagged neural cliques

Vincent Gripon , Ehsan Sedgh Gooya , Dominique Pastor
International Conference on Advanced Cognitive Technologies and Applications 2015, Mar 2015, Nice, France. pp.57 - 61
Communication dans un congrès hal-02116078 v1
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Vers une caractérisation de la courbe d'incertitude pour des graphes portant des signaux

Bastien Pasdeloup , Vincent Gripon , Grégoire Mercier , Dominique Pastor
GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5
Communication dans un congrès hal-01270749 v1
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Implementing Relational-Algebraic Operators for Improving Cognitive Abilities in Networks of Neural Cliques

Ala Aboudib , Vincent Gripon , Baptiste Tessiau
COGNITIVE 2015 : the 7th International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.36 - 41
Communication dans un congrès hal-01216082 v1
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Toward An Uncertainty Principle For Weighted Graphs

Bastien Pasdeloup , Réda Alami , Vincent Gripon , Michael Rabbat
EUSIPCO 2015 : 23rd European Signal Processing Conference, Aug 2015, Nice, France. pp.1496 - 1500, ⟨10.1109/EUSIPCO.2015.7362633⟩
Communication dans un congrès hal-01270655 v1
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A model of bottom-up visual attention using cortical magnification

Ala Aboudib , Vincent Gripon , Gilles Coppin
ICASSP 2015 : the 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.1493 - 1497
Communication dans un congrès hal-01216084 v1

Restricted Clustered Neural Network for Storing Real Data

Robin Danilo , Philippe Coussy , Laura Conde-Canencia , Vincent Gripon , Warren Gross
the 25th edition, May 2015, Pittsburgh, France. pp.205-210, ⟨10.1145/2742060.2743767⟩
Communication dans un congrès hal-02511104 v1

Algorithm and implementation of an associative memory for oriented edge detection using improved clustered neural networks

Robin Danilo , Hooman Jarollahi , Vincent Gripon , Philippe Coussy , Laura Conde-Canencia et al.
2015 IEEE International Symposium on Circuits and Systems (ISCAS), May 2015, Lisbon, France. pp.2501-2504, ⟨10.1109/ISCAS.2015.7169193⟩
Communication dans un congrès hal-02511117 v1

Neural Associative Memories as Accelerators for Binary Vector Search

Chendi Yu , Vincent Gripon , Xiaoran Jiang , Hervé Jégou
COGNITIVE 2015 : 7th International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.85 - 89
Communication dans un congrès hal-01311588 v1

Cluster-based Associative Memories Built From Unreliable Storage

François Leduc-Primeau , Vincent Gripon , Michael Rabbat , Warren Gross
ICASSP 2014 : IEEE International Conferences on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.8370-8374, ⟨10.1109/ICASSP.2014.6855234⟩
Communication dans un congrès hal-01057357 v1

Huffman Coding for Storing Non-uniformly Distributed Messages in Networks of Neural Cliques

Bartosz Boguslawski , Vincent Gripon , Fabrice Seguin , Frédéric Heitzmann
AAAI 2014 : the 28th Conference on Artificial Intelligence, Jul 2014, Québec, Canada. pp.262-268
Communication dans un congrès hal-01058337 v1

A study of retrieval algorithms of sparse messages in networks of neural cliques

Ala Aboudib , Vincent Gripon , Xiaoran Jiang
COGNITIVE 2014: 6th International Conference on Advanced Cognitive Technologies and Applications, May 2014, Venise, Italy. pp.140-146
Communication dans un congrès hal-01058303 v1

Information, Noise, Coding, Modulation: What about the Brain?

Claude Berrou , Olivier Dufor , Vincent Gripon , Xiaoran Jiang
ISTC 2014 : 8th International Symposium on Turbo Codes and Iterative Information Processing, Aug 2014, Brême, Germany. pp.167 - 172, ⟨10.1109/ISTC.2014.6955107⟩
Communication dans un congrès hal-01170344 v1

A GPU-based Associative Memory using Sparse Neural Networks

Zhe Yao , Vincent Gripon
HPCS 2014 : the international conference on High Performance Computing and Simulation, Jul 2014, Bologna, Italy. pp.688 - 692, ⟨10.1109/HPCSim.2014.6903755⟩
Communication dans un congrès hal-01174294 v1

Sparse Binary Matrices as Efficient Associative Memories

Vincent Gripon , Vitaly Skachek , Michael Rabbat
Allerton 2014 : 52nd Annual Conference on Communication, Control, and Computing, Oct 2014, Monticello, United States. pp.499 - 504, ⟨10.1109/ALLERTON.2014.7028496⟩
Communication dans un congrès hal-01170524 v1

Algorithm and Architecture for a Multiple-Field Context-Driven Search Engine Using Fully-Parallel Clustered Associative Memories

Hooman Jarollahi , Naoya Onizawa , Vincent Gripon , Takahiro Hanyu , Warren Gross
SiPS 2014 : IEEE International Workshop on Signal Processing Systems, Oct 2014, Belfast, United Kingdom. pp.1 - 6, ⟨10.1109/SiPS.2014.6986075⟩
Communication dans un congrès hal-01170527 v1

Towards a Spectral Characterization of Signals Supported on Small-World Networks

Michael Rabbat , Vincent Gripon
ICASSP 2014 : IEEE International Conferences on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.4793-4797, ⟨10.1109/ICASSP.2014.6854512⟩
Communication dans un congrès hal-01057352 v1

A Low-Power Content-Adressable-Memory Based on Clustered-Sparse-Networks

Hooman Jarollahi , Vincent Gripon , Naoya Onizawa , Warren J. Gross
ASAP 2013 : 24th IEEE International Conference on Application-specific Systems, Architectures and Processors, Jun 2013, Washington, United States
Communication dans un congrès hal-00856950 v1

Reconstructing a Graph from Path Traces

Vincent Gripon , Michael Rabbat
ISIT 2013 : proceedings of the IEEE International Symposium on Information Theory, Jul 2013, Istanbul, Turkey
Communication dans un congrès hal-00857104 v1

Mémoires associatives pour observations floues

Vincent Gripon , Xiaoran Jiang
GRETSI 2013 : 24ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2013, Brest, France
Communication dans un congrès hal-01057344 v1

A mental information theory

Claude Berrou , Vincent Gripon , Xiaoran Jiang , Behrooz Kamary Aliabadi
French-Israeli Inter-Academic Meeting on Mathematics, May 2013, Paris, France
Communication dans un congrès hal-00960537 v1

Maximum Likelihood Associative Memories

Vincent Gripon , Michael Rabbat
ITW 2013 : IEEE Information Theory Workshop, Sep 2013, Seville, Spain. pp.1 - 5
Communication dans un congrès hal-01057348 v1

Sparse Structured Associative Memories As Efficient Set-Membership Data Structures

Vincent Gripon , Vitaly Skachek , Michael Rabbat
Allerton 2013 : 51st annual Allerton Conference on Communication, Control, and Computing, Oct 2013, Allerton, United States. pp.500 - 505
Communication dans un congrès hal-01057346 v1

Codes sur graphes et mémoire cérébrale

Claude Berrou , Vincent Gripon , Olivier Dufor , Xiaoran Jiang , Behrooz Kamary Aliabadi
GRETSI 2013 : 24ème colloque du Groupement de Recherche en Traitement du Signal, Sep 2013, Brest, France
Communication dans un congrès hal-00960535 v1

Reduced-complexity binary-weight-coded associative memories

Hooman Jarollahi , Naoya Onizawa , Vincent Gripon , Warren J. Gross
ICASSP 2013 : the 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada
Communication dans un congrès hal-00857216 v1

Learning long sequences in binary neural networks

Xiaoran Jiang , Vincent Gripon , Claude Berrou
Cognitive 2012 : 4th International Conference on Advanced Cognitive Technologies and Applications, Jul 2012, Nice, France. pp.165 - 170
Communication dans un congrès hal-01056538 v1

Random clique codes

Vincent Gripon , Vitaly Skachek , Warren J. Gross , Michael Rabbat
ISTC 2012 : 7th International Symposium on Turbo Codes and Iterative Information Processing, Aug 2012, Gothenburg, Suède. pp.121-125, ⟨10.1109/ISTC.2012.6325211⟩
Communication dans un congrès hal-01056543 v1

Architecture and Implementation of an Associative Memory Using Sparse Clustered Networks

Hooman Jarollahi , Naoya Onizawa , Vincent Gripon , Warren J. Gross
ISCAS 2012 : IEEE International Symposium on Circuits and Systems, May 2012, Seoul, South Korea. pp.2901-2904, ⟨10.1109/ISCAS.2012.6271922⟩
Communication dans un congrès hal-01056534 v1

Compressing multisets using tries

Vincent Gripon , Michael Rabbat , Vitaly Skachek , Warren J. Gross
ITW 2012 : IEEE Information Theory Workshop, Sep 2012, Lausanne, Switzerland. pp.642-646, ⟨10.1109/ITW.2012.6404756⟩
Communication dans un congrès hal-01056521 v1

Nearly-optimal associative memories based on distributed constant weight codes

Vincent Gripon , Claude Berrou
ITA 2012 : Information Theory and Applications Workshop, Sep 2012, Lausanne, Switzerland. pp.269 - 273, ⟨10.1109/ITA.2012.6181790⟩
Communication dans un congrès hal-01056531 v1

A simple and efficient way to store many messages using neural cliques

Vincent Gripon , Claude Berrou
CCMB 2011: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, May 2011, Paris, France
Communication dans un congrès hal-01056522 v1

Coded hopfield networks

Claude Berrou , Vincent Gripon
6th International Symposium on Turbo codes, Sep 2010, Brest, France. pp.1 - 5, ⟨10.1109/ISTC.2010.5613860⟩
Communication dans un congrès hal-00565939 v1
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Qualitative Concurrent Stochastic Games with Imperfect Information

Vincent Gripon , Olivier Serre
Automata, Languages and Programming, 36th International Colloquium, ICALP 2009, Jul 2009, Rhodes, Greece. pp.200-211
Communication dans un congrès hal-00360857 v3

Impact du bruit synaptique sur les performances des réseaux de cliques neurales

Eliott Coyac , Vincent Gripon , Charlotte Langlais
GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5
Poster de conférence hal-01311977 v1

Réseaux de clusters de neurones restreints

Robin Danilo , Vincent Gripon , Philippe Coussy , Laura Conde Canencia
GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5
Poster de conférence hal-01325893 v1

Algorithm and Implementation of an Associative Memory for Oriented Edge Detection Using Improved Clustered Neural Networks

Robin Danilo , Hooman Jarollahi , Philippe Coussy , Vincent Gripon , Laura Conde Canencia
International Workshop on Neuromorphic and Brain-Based Computing Systems (Neucomp), Mar 2015, Grenoble, France
Poster de conférence hal-02511239 v1

Petite mathématique du cerveau

Claude Berrou , Vincent Gripon
Odile Jacob, pp.160, 2012, Sciences, 978-2-7381-2838-6
Ouvrages hal-00796055 v1
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Networks of Neural Cliques

Vincent Gripon
Neural and Evolutionary Computing [cs.NE]. Télécom Bretagne, 2011. English. ⟨NNT : ⟩
Thèse tel-00743809 v1