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Nicolas Farrugia

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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
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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

Altered Cerebro-Cerebellar Dynamic Functional Connectivity in Alcohol Use Disorder: a Resting-State fMRI Study

Majd Abdallah , Natalie Zahr , Manojkumar Saranathan , Nicolas Honnorat , Nicolas Farrugia et al.
The Cerebellum, 2021, ⟨10.1007/s12311-021-01241-y⟩
Journal articles hal-03331399v1

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 et al.
Frontiers in Neuroscience, 2021, 15, ⟨10.3389/fnins.2021.626723⟩
Journal articles hal-03331383v1
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Graph Fourier Transform of fMRI temporal signals based on an averaged structural connectome for the classification of neuroimaging

Abdelbasset Brahim , Nicolas Farrugia
Artificial Intelligence in Medicine, 2020, 106, pp.101870. ⟨10.1016/j.artmed.2020.101870⟩
Journal articles hal-02302538v2
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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
Network Neuroscience, 2020, 4 (3), pp.891-909. ⟨10.1162/netn_a_00149⟩
Journal articles hal-02945181v1

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 et al.
Journal of Signal Processing Systems, 2019, 91 (9), pp.1063-1073. ⟨10.1007/s11265-019-01450-z⟩
Journal articles hal-02273161v1
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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.
Scientific Data , 2019, 6, pp.180307. ⟨10.1038/sdata.2018.307⟩
Journal articles hal-02052230v1

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

Transfer Incremental Learning Using Data Augmentation

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel et al.
Applied Sciences, 2018, 8 (12), pp.2512. ⟨10.3390/app8122512⟩
Journal articles hal-01950211v1

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

Probing imagined tempo for music: Effects of motor engagement and musical experience

Kelly Jakubowski , Nicolas Farrugia , Lauren Stewart
Psychology of Music, 2016, 44 (6), pp.1274 - 1288. ⟨10.1177/0305735615625791⟩
Journal articles hal-01778664v1
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Tunes stuck in your brain: The frequency and affective evaluation of involuntary musical imagery correlate with cortical structure

Nicolas Farrugia , Kelly Jakubowski , Rhodri Cusack , Lauren Stewart
Consciousness and Cognition, 2015, 35, pp.66-77. ⟨10.1016/j.concog.2015.04.020⟩
Journal articles hal-01771603v1

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

Fast and Robust Face Detection on a Parallel Optimized Architecture implemented on FPGA

Nicolas Farrugia , Franck Mamalet , Sébastien Roux , Fan Yang , Michel Paindavoine et al.
IEEE Transactions on Circuits and Systems for Video Technology, 2009, 19 (4), pp.597-602
Journal articles hal-00640765v1

Design of a Real-time face detection parallel architecture using High-Level Synthesis

Nicolas Farrugia , Franck Mamalet , Sébastien Roux , Fan Yang , Michel Paindavoine et al.
EURASIP Journal on Embedded Systems, 2008, pp.Article ID 928256
Journal articles hal-00640773v1

Multiple Modular VLIW Processors based on FPGA

Vincent Brost , Fan Yang , Michel Paindavoine , Nicolas Farrugia
Journal of Electronic Imaging, 2007, pp.Article ID 24163
Journal articles hal-00640783v1

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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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, Sep 2022, Nancy, France
Conference papers hal-03696640v1

Corrélats neuronaux de la sensation d’externalisation

Tom Colas , Nicolas Farrugia , Etienne Hendrickx , Mathieu Paquier
16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France
Conference papers hal-03848032v1

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

Silent·Cities, un projet collaboratif pour l’exploration des paysages sonores d’un monde confiné

Samuel Challéat , Nicolas Farrugia , Jérémy Froidevaux , Amandine Gasc , Nicolas Pajusco et al.
Congrès de l’Union géographique internationale (UGI | IGU), Session “Écouter et entendre le territoire en temps de changements : que nous disent les sons des dynamiques et des interactions entre sociétés et environnement ?” (sous la dir. de Sourdril, A., & Barbaro, L.), Jul 2022, Paris, France
Conference papers hal-03748554v1

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 – Inter-Disciplinary Research Facility on Human-Environment Interactions, LabEx DRIIHM, Sep 2021, Toulouse, France
Conference papers hal-03749223v1

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⟩
Conference papers hal-03675137v1

Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Matthieu Arzel , Nicolas Farrugia , Yoshua Bengio et al.
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

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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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
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EEG measurement of binaural sound immersion

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

Efficient Hardware Implementation of Incremental Learning and Inference on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel et al.
NEWCAS 2019 : 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961310⟩
Conference papers hal-02487476v1
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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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Finding All Matches in a Database using Binary Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel et al.
COGNITIVE 2017: The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.59-64
Conference papers hal-01522646v1

Perception et imagerie mentale musicale : que peut nous dire la musique sur le fonctionnement du cerveau ?

Nicolas Farrugia
3èmes Journées Perception Sonore, Université de Bretagne Occidentale; Société Française d'Acoustique, Jun 2017, Brest, France
Conference papers hal-01559181v1

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⟩
Conference papers hal-01761345v1
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Incremental Learning on Chip

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

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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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 et al.
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
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Sons et lumières du Haut Vicdessos. La nuit au prisme d'une écologie du son et de la lumière artificielle

Samuel Challéat , Alexis Laforge , Rémi Bénos , Nicolas Farrugia , Clélia Sirami et al.
Séminaire annuel du LabEx DRIIHM (Dispositif de Recherche Interdisciplinaire sur les Interactions Hommes-Milieux), Oct 2018, Marseille / La Couronne, France. , ⟨10.13140/RG.2.2.18803.58409⟩
Conference poster hal-01893285v1
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Interdisciplinary approaches for Neurosciences, Artificial Intelligence and Sound

Nicolas Farrugia
Computer Vision and Pattern Recognition [cs.CV]. Université de Brest, 2022
Habilitation à diriger des recherches tel-03815058v1