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Giuseppe Franco
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2020 – today
- 2024
- [c7]Shivam Aggarwal, Hans Jakob Damsgaard, Alessandro Pappalardo, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs. FPL 2024: 297-303 - [i2]Ian Colbert, Fabian Grob, Giuseppe Franco, Jinjie Zhang, Rayan Saab:
Accumulator-Aware Post-Training Quantization. CoRR abs/2409.17092 (2024) - 2023
- [i1]Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs. CoRR abs/2311.12359 (2023) - 2020
- [j2]Luca Cerina
, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli
EchoBay: Design and Optimization of Echo State Networks under Memory and Time Constraints. ACM Trans. Archit. Code Optim. 17(3): 22:1-22:24 (2020) - [c6]Luca Cerina
Efficient Embedded Machine Learning applications using Echo State Networks. DATE 2020: 1299-1302
2010 – 2019
- 2019
- [c5]Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio:
lightweight autonomous bayesian optimization of Echo-State Networks. ESANN 2019 - [c4]Giuseppe Franco, Luca Cerina
Continuous Blood Pressure Estimation Through Optimized Echo State Networks. ICANN (Workshop) 2019: 48-61 - 2018
- [j1]Paolo Savio
Control of Power Electronics through a Photonic Bus: Feasibility and Prospects. J. Sens. Actuator Networks 7(4): 53 (2018) - [c3]Luca Cerina
Robustness of Surface EMG Classifiers with Fixed-Point Decomposition on Reconfigurable Architecture. IPDPS Workshops 2018: 146-153 - 2017
- [c2]Giuseppe Franco, Pierandrea Cancian
FPGA-based muscle synergy extraction for surface EMG gesture classification. BioCAS 2017: 1-4 - [c1]Luca Cerina
A Hardware Acceleration for Surface EMG Non-Negative Matrix Factorization. IPDPS Workshops 2017: 168-174
Coauthor Index
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