Search - IMT - Institut Mines-Télécom Access content directly

Filter your results

48 Results
authIdHal_s : nicolas-farrugia

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⟩
Conference papers hal-02934543v1
Image document

Deep learning models of cognitive processes constrained by human brain connectomes

Yu Zhang , Nicolas Farrugia , Pierre Bellec
Medical Image Analysis, 2022, 80, pp.102507. ⟨10.1016/j.media.2022.102507⟩
Journal articles hal-03702201v1
Image document

EEG measurement of binaural sound immersion

Rozenn Nicol , Olivier Dufor , Laetitia Gros , Pascal Rueff , Nicolas Farrugia
EAA Spatial Audio Signal Processing Symposium, Sep 2019, Paris, France. pp.73-78, ⟨10.25836/sasp.2019.21⟩
Conference papers hal-02275183v1

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.
Behavior Research Methods, 2017, 49 (3), pp.1128 - 1145. ⟨10.3758/s13428-016-0773-6⟩
Journal articles hal-01771545v1
Image document

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⟩
Conference papers hal-02189734v1
Image document

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
Image document

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

How feasible is end-to-end deep learning for clinical neuroimaging?

Nicolas Farrugia
Journal de Neuroradiologie / Journal of Neuroradiology, 2022, 49 (6), pp.399-400. ⟨10.1016/j.neurad.2022.10.002⟩
Journal articles hal-04164384v1

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

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

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.
Tracés : Revue de Sciences Humaines, 2022, 22, pp.23-45. ⟨10.4000/traces.14581⟩
Journal articles hal-04160274v1
Image document

A functional connectome phenotyping dataset including cognitive state and personality measures

Natacha Mendes , Sabine Oligschläger , Mark Lauckner , Johannes Golchert , Julia Huntenburg , et al.
Scientific Data , 2019, 6, pp.180307. ⟨10.1038/sdata.2018.307⟩
Journal articles hal-02052230v1
Image document

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⟩
Conference papers hal-01754847v1
Image document

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

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
Image document

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
Image document

SUPERVISED CONTRASTIVE LEARNING FOR PRE-TRAINING BIOACOUSTIC FEW-SHOT SYSTEMS

Ilyass Moummad , Romain Serizel , Nicolas Farrugia
IMT Atlantique; LORIA. 2023
Reports hal-04165306v1

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
Image document

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

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

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⟩
Conference papers hal-02487476v1
Image document

Silent·Cities. Paysages sonores d'un monde confiné

Samuel Challéat , Nicolas Farrugia , Amandine Gasc , Jérémy Froidevaux
2020
Other publications hal-03748373v1
Image document

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.
Scientific Reports, 2017, 7, pp.42005. ⟨10.1038/srep42005⟩
Journal articles hal-01771575v1

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
Frontiers in Neuroscience, 2021, 15, ⟨10.3389/fnins.2021.626723⟩
Journal articles hal-03331383v1

Involuntary and voluntary recall of musical memories: A comparison of temporal accuracy and emotional responses

Kelly Jakubowski , Zaariyah Bashir , Nicolas Farrugia , Lauren Stewart
Memory and Cognition, 2018, 46 (5), pp.741 - 756. ⟨10.3758/s13421-018-0792-x⟩
Journal articles hal-01875908v1
Image document

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
Image document

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
Network Neuroscience, 2020, 4 (3), pp.891-909. ⟨10.1162/netn_a_00149⟩
Journal articles hal-02945181v1
Image document

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⟩
Conference papers hal-01656152v1

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⟩
Journal articles hal-01950211v1

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
Memory and Cognition, 2015, 43 (8), pp.1229 - 1242. ⟨10.3758/s13421-015-0531-5⟩
Journal articles hal-01778665v1