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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
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
Communication dans un congrès
hal-04984380
v1
|
|
On Transfer in Classification: How Well do Subsets of Classes Generalize?
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
Communication dans un congrès
hal-05002785
v1
|
|
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
|
|
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.
Communication dans un congrès
hal-05002766
v1
|
|
Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
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
|
|
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.
Communication dans un congrès
hal-04173113
v1
|
|
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
|
|
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
|
|
Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers
Hamoud Younes
,
Hugo Le Blevec
,
Mathieu Léonardon
,
Vincent Gripon
Communication dans un congrès
hal-03850858
v1
|
|
Active Learning for Efficient Few-Shot Classification
Aymane Abdali
,
Vincent Gripon
,
Lucas Drumetz
,
Bartosz Boguslawski
Communication dans un congrès
hal-04173107
v1
|
|
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
|
|
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
|
|
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.
Communication dans un congrès
hal-03767634
v1
|
|
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
|
|
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
|
|
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
|
|
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.
Communication dans un congrès
hal-04173125
v1
|
|
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
|
|
A Local Mixup to Prevent Manifold Intrusion
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
Communication dans un congrès
hal-03683702
v1
|
|
Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning
Vincent Gripon
,
Yuqing Hu
,
Stéphane Pateux
Communication dans un congrès
hal-03675135
v1
|
|
Attention Based Pruning for Shift Networks
Ghouthi Boukli Hacene
,
Carlos Lassance
,
Vincent Gripon
,
Matthieu Courbariaux
,
Yoshua Bengio
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
Communication dans un congrès
hal-03238774
v1
|
|
Graph Topology Inference Benchmarks for Machine Learning
Carlos Lassance
,
Vincent Gripon
,
Gonzalo Mateos
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.
Communication dans un congrès
hal-03675142
v1
|
|
Few-Shot Decoding of Brain Activation Maps
Myriam Bontonou
,
Giulia Lioi
,
Nicolas Farrugia
,
Vincent Gripon
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
Communication dans un congrès
hal-02934233
v1
|
|
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
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
Communication dans un congrès
hal-02487476
v1
|
|
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
|
|
Comparing linear structure-based and data-driven latent spatial representations for sequence prediction
Myriam Bontonou
,
Carlos Lassance
,
Vincent Gripon
,
Nicolas Farrugia
Communication dans un congrès
hal-02189734
v1
|
|
Structural Robustness for Deep Learning Architectures
Carlos Lassance
,
Vincent Gripon
,
Jian Tang
,
Antonio Ortega
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.
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
Communication dans un congrès
hal-02487434
v1
|
|
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
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
Communication dans un congrès
hal-01875919
v1
|
|
Graph-Projected Signal Processing
Nicolas Grelier
,
Carlos Eduardo Rosar Kós Lassance
,
Elsa Dupraz
,
Vincent Gripon
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
|
|
Incremental Learning on Chip
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Nicolas Farrugia
,
Matthieu Arzel
,
Michel Jezequel
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
|
|
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
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
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
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
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.
Communication dans un congrès
hal-01528137
v1
|
|
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
|
|
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
|
|
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
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
|
|
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
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
Toward An Uncertainty Principle For Weighted Graphs
Bastien Pasdeloup
,
Réda Alami
,
Vincent Gripon
,
Michael Rabbat
Communication dans un congrès
hal-01270655
v1
|
|
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
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.
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Architecture and Implementation of an Associative Memory Using Sparse Clustered Networks
Hooman Jarollahi
,
Naoya Onizawa
,
Vincent Gripon
,
Warren J. Gross
Communication dans un congrès
hal-01056534
v1
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Compressing multisets using tries
Vincent Gripon
,
Michael Rabbat
,
Vitaly Skachek
,
Warren J. Gross
Communication dans un congrès
hal-01056521
v1
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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
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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
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Coded hopfield networks
Claude Berrou
,
Vincent Gripon
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
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