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Nicolas Farrugia

17

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vincent-gripon

	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-03238786v1
	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-02273161v1
	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-01950211v1

	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 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-04173113v1
	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 GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France Communication dans un congrès hal-04507161v1
	Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding Yassine El Ouahidi , Hugo Tessier , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩ Communication dans un congrès hal-04173125v1
	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 GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03696640v1
	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-03675137v1
	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-02934543v1
	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-02487476v1
	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-02189734v1
	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-01761345v1
	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-01522887v1
	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-01754847v1
	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-01656152v1
	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-01522646v1

	Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks Ghouthi Boukli Hacene , Vincent Gripon , Matthieu Arzel , Nicolas Farrugia , Yoshua Bengio 2018 Pré-publication, Document de travail hal-01965304v1