Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Matthieu Arzel
,
Nicolas Farrugia
,
Yoshua Bengio
Conference papers
hal-02934543v1
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Deep learning models of cognitive processes constrained by human brain connectomes
Yu Zhang
,
Nicolas Farrugia
,
Pierre Bellec
Journal articles
hal-03702201v1
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EEG measurement of binaural sound immersion
Rozenn Nicol
,
Olivier Dufor
,
Laetitia Gros
,
Pascal Rueff
,
Nicolas Farrugia
Conference papers
hal-02275183v1
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BAASTA: Battery for the Assessment of Auditory Sensorimotor and Timing Abilities
Simone Dalla Bella
,
Nicolas Farrugia
,
Charles-Etienne Benoit
,
Valentin Bégel
,
Laura Verga
,
et al.
Journal articles
hal-01771545v1
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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
Conference papers
hal-02189734v1
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Programme-cadre FENOIR (Figurations de l’environnement nocturne des territoires réunionnais). Rapport d’étape pour le Parc national de La Réunion
Samuel Challéat
,
Johan Milian
,
Dany Lapostolle
,
Rémi Bénos
,
Charles Ronzani
,
et al.
[Rapport de recherche] Parc national de La Réunion; CNRS; Observatoire de l'environnement nocturne. 2022
Reports
hal-03747762v1
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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
Conference papers
hal-03696640v1
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How feasible is end-to-end deep learning for clinical neuroimaging?
Nicolas Farrugia
Journal articles
hal-04164384v1
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PANTONE® 19-3924, ou la "normatisation" de l’obscurité dans les espaces de faible densité
Samuel Challéat
,
Johan Milian
,
Rémi Bénos
,
Dany Lapostolle
,
Charles Ronzani
,
et al.
International Symposium of Labex DRIIHM 2021 , LabEx DRIIHM, Sep 2021, Toulouse, France
Conference papers
hal-03749223v1
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The nocturnal environment, a boundary object to structure an interdisciplinary research field
Samuel Challéat
,
Johan Milian
,
Dany Lapostolle
,
Rémi Bénos
,
Kévin Barré
,
et al.
Congrès de l’Union géographique internationale (UGI | IGU) , Session “Considering, protecting and promoting the night-time environment: a new interface of tensions and projects between cities and the countryside” (sous la dir. de Milian, J., & Challéat, S.), Jul 2022, Paris, France
Conference papers
hal-03748485v1
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Construire et travailler un objet de recherche en interdisciplinarité : l’exemple de l’environnement nocturne à La Réunion
Samuel Challéat
,
Dany Lapostolle
,
Johan Milian
,
Rémi Bénos
,
Kévin Barré
,
et al.
Journal articles
hal-04160274v1
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A functional connectome phenotyping dataset including cognitive state and personality measures
Natacha Mendes
,
Sabine Oligschläger
,
Mark Lauckner
,
Johannes Golchert
,
Julia Huntenburg
,
et al.
Journal articles
hal-02052230v1
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Incremental Learning on Chip
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Nicolas Farrugia
,
Matthieu Arzel
,
Michel Jezequel
Conference papers
hal-01754847v1
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PRETRAINING RESPIRATORY SOUND REPRESENTATIONS USING METADATA AND CONTRASTIVE LEARNING
Ilyass Moummad
,
Nicolas Farrugia
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , Oct 2023, New Paltz, United States
Conference papers
hal-04165413v1
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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
Conference papers
hal-01522887v1
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Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging
Yusuf Yigit Pilavci
,
Nicolas Farrugia
ICASSP 2019 : International Conference on Acoustics, Speech, and Signal Processing , May 2019, Brighton, United Kingdom.
⟨10.1109/ICASSP.2019.8683901⟩
Conference papers
hal-02052244v1
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SUPERVISED CONTRASTIVE LEARNING FOR PRE-TRAINING BIOACOUSTIC FEW-SHOT SYSTEMS
Ilyass Moummad
,
Romain Serizel
,
Nicolas Farrugia
IMT Atlantique; LORIA. 2023
Reports
hal-04165306v1
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Sons et lumières du Vicdessos. Explorations méthodologiques pour l’étude d’un socio-écosystème nocturne
Samuel Challéat
,
Nicolas Farrugia
,
Johan Milian
,
Alexis Laforge
,
Rémi Bénos
,
et al.
ohmpyr2020 : Séminaire de restitution des projets 2018-2019 de l'OHM Pyrénées Haut Vicdessos 2020 , CNRS UMR 5602 GEODE, Jan 2020, Toulouse, France
Conference papers
hal-03012765v1
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Au sein du CNRS, un Observatoire de l’environnement nocturne pour accompagner la territorialisation de la lutte contre la pollution lumineuse
Samuel Challéat
,
Kévin Barré
,
Dany Lapostolle
,
Johan Milian
,
Rémi Bénos
,
et al.
Les Cahiers Clairaut , 2022, 178, pp.27-33
Journal articles
hal-03748363v1
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Potentiel de l’éco-acoustique pour l’étude des rythmes et paysages d’un socio-écosystème de montagne : le cas exploratoire de la vallée du Vicdessos
Samuel Challéat
,
Nicolas Farrugia
,
Johan Milian
,
Rémi Bénos
,
Clélia Sirami
,
et al.
Séminaire annuel de l’OHM Pyrénées-Haut Vicdessos , OHM Pyrénées-Haut Vicdessos; LabEx DRIIHM, Sep 2022, Toulouse, France. 24p
Conference papers
hal-03784122v1
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Efficient Hardware Implementation of Incremental Learning and Inference on Chip
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Nicolas Farrugia
,
Matthieu Arzel
,
Michel Jezequel
Conference papers
hal-02487476v1
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Silent·Cities. Paysages sonores d'un monde confiné
Samuel Challéat
,
Nicolas Farrugia
,
Amandine Gasc
,
Jérémy Froidevaux
2020
Other publications
hal-03748373v1
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Gait improvement via rhythmic stimulation in Parkinson’s disease is linked to rhythmic skills
Simone Dalla Bella
,
Charles-Etienne Benoit
,
Nicolas Farrugia
,
Peter Keller
,
Hellmuth Obrig
,
et al.
Journal articles
hal-01771575v1
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Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
Nicolas Farrugia
,
Alix Lamouroux
,
Christophe Rocher
,
Jules Bouvet
,
Giulia Lioi
Journal articles
hal-03331383v1
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Involuntary and voluntary recall of musical memories: A comparison of temporal accuracy and emotional responses
Kelly Jakubowski
,
Zaariyah Bashir
,
Nicolas Farrugia
,
Lauren Stewart
Journal articles
hal-01875908v1
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Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Matthieu Arzel
,
Nicolas Farrugia
,
Yoshua Bengio
2018
Preprints, Working Papers, ...
hal-01965304v1
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Static and dynamic aspects of cerebro-cerebellar functional connectivity are associated with self-reported measures of impulsivity: A resting-state fMRI study
Majd Abdallah
,
Nicolas Farrugia
,
Valentine Chirokoff
,
Sandra Chanraud
Journal articles
hal-02945181v1
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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
Conference papers
hal-01656152v1
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Transfer Incremental Learning Using Data Augmentation
Ghouthi Boukli Hacene
,
Vincent Gripon
,
Nicolas Farrugia
,
Matthieu Arzel
,
Michel Jezequel
Journal articles
hal-01950211v1
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The speed of our mental soundtracks: Tracking the tempo of involuntary musical imagery in everyday life
Kelly Jakubowski
,
Nicolas Farrugia
,
Andrea Halpern
,
Sathish Sankarpandi
,
Lauren Stewart
Journal articles
hal-01778665v1
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