1. SMART: Selective MAC zero-optimzation for neural network reliability under radiation
- Author
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Rajappa, Anuj Justus, Reiter, Philippe, Sartori, Tarso Kraemer Sarzi, Laurini, Luiz Henrique, Fourati, Hassen, Mercelis, Siegfried, Hellinckx, Peter, Possamai Bastos, Rodrigo, Internet Technology and Data Science Lab (IDLab), Universiteit Antwerpen = University of Antwerpen [Antwerpen]-Universiteit Gent = Ghent University (UGENT), Architectures and Methods for Resilient Systems (TIMA-AMfoRS ), Techniques de l'Informatique et de la Microélectronique pour l'Architecture des systèmes intégrés (TIMA), Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Dynamics and Control of Networks (DANCE), Inria Grenoble - Rhône-Alpes, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-GIPSA Pôle Automatique et Diagnostic (GIPSA-PAD), Grenoble Images Parole Signal Automatique (GIPSA-lab), Université Grenoble Alpes (UGA)-Grenoble Images Parole Signal Automatique (GIPSA-lab), and Universiteit Antwerpen = University of Antwerpen [Antwerpen]
- Subjects
radiation ,MAC ,PACS 85.42 ,sparsity ,[SPI.NANO]Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronics ,sparsity radiation MAC multiply-accumulate optimization ,optimization ,multiply-accumulate - Abstract
This work has been partially supported by: MultiRad (PAI project funded by Région Auvergne-Rhône-Alpes); IRT Nanoelec (ANR-10-AIRT-05) and LabEx PERSYVAL-Lab (ANR- 11-LABX-0025-01), both projects funded by the French program PIA; UGA/LPSC/GENESIS platform; Bourse de mobilité Génération IA 2030, funded by French embassy in Belgium; and MOVIQ (Mastering Onboard Vision Intelligence and Quality) project funded by Flanders Innovation and Entrepreneurship (VLAIO) and Flanders Space (VRI).; International audience
- Published
- 2023