Giuseppe Franco

According to our database, Giuseppe Franco authored at least 15 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MixQuant: Pushing the Limits of Block Rotations in Post-Training Quantization.

Sai Sanjeet, Ian Colbert, Pablo Monteagudo-Lago, Giuseppe Franco, Yaman Umuroglu, Nicholas J. Fraser

CoRR, January, 2026

Steerable and Modular Stripline Series-Fed Patch Antenna (SSFPA) for GEO Satellite Links.

Aqeela Saghir, Rossella Gaffoglio, Giuseppe Musacchio Adorisio, Giuseppe Franco, Giorgio Giordanengo

IEEE Access, 2026

2025

Improving Quantization with Post-Training Model Expansion.

Giuseppe Franco, Pablo Monteagudo-Lago, Ian Colbert, Nicholas J. Fraser, Michaela Blott

CoRR, March, 2025

Accumulator-Aware Post-Training Quantization for Large Language Models.

Ian Colbert, Giuseppe Franco, Fabian Grob, Jinjie Zhang, Rayan Saab

Trans. Mach. Learn. Res., 2025

2024

Accumulator-Aware Post-Training Quantization.

Ian Colbert, Fabian Grob, Giuseppe Franco, Jinjie Zhang, Rayan Saab

CoRR, 2024

Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs.

Shivam Aggarwal, Hans Jakob Damsgaard, Alessandro Pappalardo, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

2023

Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs.

Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra

CoRR, 2023

2020

EchoBay: Design and Optimization of Echo State Networks under Memory and Time Constraints.

Luca Cerina, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli

ACM Trans. Archit. Code Optim., 2020

Efficient Embedded Machine Learning applications using Echo State Networks.

Luca Cerina, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

Continuous Blood Pressure Estimation Through Optimized Echo State Networks.

Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

lightweight autonomous bayesian optimization of Echo-State Networks.

Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Control of Power Electronics through a Photonic Bus: Feasibility and Prospects.

Paolo Savio, Anantaram Varatharajan, Erasmo Vizzaccaro, Sherif Abdelfattah Ghoname, Giuseppe Franco, Silvio Abrate, Gianmario Pellegrino, Vittorio Curri

J. Sens. Actuator Networks, 2018

Robustness of Surface EMG Classifiers with Fixed-Point Decomposition on Reconfigurable Architecture.

Luca Cerina, Giuseppe Franco, Pierandrea Cancian, Marco D. Santambrogio

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

A Hardware Acceleration for Surface EMG Non-Negative Matrix Factorization.

Luca Cerina, Pierandrea Cancian, Giuseppe Franco, Marco Domenico Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

FPGA-based muscle synergy extraction for surface EMG gesture classification.

Giuseppe Franco, Pierandrea Cancian, Luca Cerina, E. Besana, N. Beretta, Marco D. Santambrogio

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017