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David Novo

7

Documents

Identifiants chercheurs

david-novo
0000-0002-5510-4152
Google Scholar : https://scholar.google.fr/citations?user=9U2rzRQAAAAJ&hl=en&oi=ao
IdRef : 244276455

Présentation

Publications

oconnor-ian

	CNN weight sharing based on a fast accuracy estimation metric Etienne Dupuis , David Novo , Ian O'Connor , Alberto Bosio Microelectronics Reliability, 2021, 122, pp.#114148. ⟨10.1016/j.microrel.2021.114148⟩ Article dans une revue hal-03257748v1

	A Heuristic Exploration of Retraining-free Weight-Sharing for CNN Compression Etienne Dupuis , David Novo , Ian O'Connor , Alberto Bosio ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Jan 2022, Taipei, Taiwan. pp.134-139, ⟨10.1109/ASP-DAC52403.2022.9712487⟩ Communication dans un congrès lirmm-03767100v1
	AdequateDL: Approximating Deep Learning Accelerators Olivier Sentieys , Silviu-Ioan Filip , David Briand , David Novo , Etienne Dupuis DDECS 2021 - 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2021, Vienna (virtual), Austria. pp.37-40, ⟨10.1109/DDECS52668.2021.9417026⟩ Communication dans un congrès hal-03266861v1
	Fast Exploration of Weight Sharing Opportunities for CNN Compression Etienne Dupuis , David Novo , Ian O'Connor , Alberto Bosio SLOHA 2021 - Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures, Feb 2021, Grenoble, France Communication dans un congrès hal-04531713v1
	On the Automatic Exploration of Weight Sharing for Deep Neural Network Compression Etienne Dupuis , David Novo , Ian O'Connor , Alberto Bosio DATE 2020 - 23rd Design, Automation and Test in Europe Conference and Exhibition, Mar 2020, Grenoble, France. pp.1319-1322, ⟨10.23919/DATE48585.2020.9116350⟩ Communication dans un congrès lirmm-03054114v1
	Sensitivity Analysis and Compression Opportunities in DNNs Using Weight Sharing Etienne Dupuis , David Novo , Ian O'Connor , Alberto Bosio DDECS 2020 - 23rd International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2020, Novi Sad, Serbia. pp.1-6, ⟨10.1109/DDECS50862.2020.9095658⟩ Communication dans un congrès lirmm-03054134v1

	Approximations in Deep Learning Etienne Dupuis , Silviu-Ioan Filip , Olivier Sentieys , David Novo , Ian O'Connor Approximate Computing Techniques - From Component- to Application-Level, pp.467-512, 2022, 978-3-030-94704-0. ⟨10.1007/978-3-030-94705-7_15⟩ Chapitre d'ouvrage hal-03494874v1