50 citations
- Centre National de la Recherche ScientifiqueFR18 papers
- Nantes UniversitéFR17 papers
- Laboratoire de Physique Subatomique et des Technologies AssociéesFR16 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR10 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT9 papers
- Université Paris CitéFR9 papers
- Lyon 1 UniversitéFR8 papers
- National Institute for Subatomic PhysicsNL8 papers
- The University of TokyoJP8 papers
- Université de StrasbourgFR8 papers
- Aix-Marseille UniversitéFR7 papers
- Centro Ricerche Enrico FermiIT7 papers
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cs.AR2026
Bit-Width-Aware Design Environment for Few-Shot Learning on Edge AI Hardware
R. Kanda, H. L. Blevec, N. Onizawa +3
In this study, we propose an implementation methodology of real-time few-shot learning on tiny FPGA SoCs such as the PYNQ-Z1 board with arbitrary fixed-point bit-widths. Tensil-bas…
cs.AR2026★ 3 cited
Design Environment of Quantization-Aware Edge AI Hardware for Few-Shot Learning
R. Kanda, N. Onizawa, M. Leonardon +2
This study aims to ensure consistency in accuracy throughout the entire design flow in the implementation of edge AI hardware for few-shot learning, by implementing fixed-point dat…