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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Libre accès
6
Documents
Affiliations actuelles
- 1149551
- 1060206
Domaines de recherche
Intelligence artificielle [cs.AI]
Neurosciences
Son [cs.SD]
Publications
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Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative MemoriesJournal of Signal Processing Systems, 2019, 91 (9), pp.1063-1073. ⟨10.1007/s11265-019-01450-z⟩
Article dans une revue
hal-02273161v1
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Transfer Incremental Learning Using Data AugmentationApplied Sciences, 2018, 8 (12), pp.2512. ⟨10.3390/app8122512⟩
Article dans une revue
hal-01950211v1
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Efficient Hardware Implementation of Incremental Learning and Inference on ChipNEWCAS 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 NetworksCOGNITIVE 2017: The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.59-64
Communication dans un congrès
hal-01522646v1
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Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative MemoriesSIPS 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
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Incremental Learning on ChipGlobalSIP 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
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