Giuseppe Franco

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Echo State Networks

Matrix Factorization

Top Venues

IPDPS Workshops

J. Sens. Actuator Networks

Publications

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 (2023)
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) (2020)
Luca Cerina, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli
Efficient Embedded Machine Learning applications using Echo State Networks. DATE (2020)
Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio
lightweight autonomous bayesian optimization of Echo-State Networks. ESANN (2019)
Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio
Continuous Blood Pressure Estimation Through Optimized Echo State Networks. ICANN (Workshop) (2019)
Paolo Savio, Anantaram Varatharajan, Erasmo Vizzaccaro, Sherif Abdelfattah Ghoname, Giuseppe Franco, Silvio Abrate, Gianmario Pellegrino, Vittorio Curri
Control of Power Electronics through a Photonic Bus: Feasibility and Prospects. J. Sens. Actuator Networks 7 (4) (2018)
Luca Cerina, Giuseppe Franco, Pierandrea Cancian, Marco D. Santambrogio
Robustness of Surface EMG Classifiers with Fixed-Point Decomposition on Reconfigurable Architecture. IPDPS Workshops (2018)
Luca Cerina, Pierandrea Cancian, Giuseppe Franco, Marco Domenico Santambrogio
A Hardware Acceleration for Surface EMG Non-Negative Matrix Factorization. IPDPS Workshops (2017)
Giuseppe Franco, Pierandrea Cancian, Luca Cerina, E. Besana, N. Beretta, Marco D. Santambrogio
FPGA-based muscle synergy extraction for surface EMG gesture classification. BioCAS (2017)