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Nicolas Farrugia

I am assistant professor (HdR) at IMT Atlantique, an elite technical university in France. I am in the BRAIn team (Better Representations for Artificial Intelligence) together with Vincent Gripon, Giulia Lioi, Bastien Pasdeloup, Axel Marmoret and Mathieu Leonardon. My research interests include developing innovative methods to better understand Sounds and the Brain using modern machine learning and deep learning.
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6
Documents
Affiliations actuelles
  • 1149551
  • 1060206

Domaines de recherche

Intelligence artificielle [cs.AI] Neurosciences Son [cs.SD]

Publications

"matthieu-arzel"
"michel-jezequel"

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
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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
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
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⟩
Communication dans un congrès hal-01656152v1
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⟩
Communication dans un congrès hal-01754847v1