Sergio Spanò

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Hardware Implementation

Design Space Exploration

Reinforcement Learning

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Lorenzo Canese, Gian Carlo Cardarilli, Riccardo La Cesa, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Re, Sergio Spanò
A Novel Digital Equalizer Based on RF Sampling Beyond GHz. IEEE Access 12 (2024)
Stefano Bertazzoni, Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
Design Space Exploration for Edge Machine Learning Featured by MathWorks FPGA DL Processor: A Survey. IEEE Access 12 (2024)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Re, Alberto Nannarelli, Sergio Spanò
An RNS-Based Initial Absolute Position Estimator for Electrical Encoders. IEEE Access 11 (2023)
Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Re, Sergio Spanò
Efficient Digital Implementation of a Multirate-Based Variable Fractional Delay Filter for Wideband Beamforming. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
A Hardware-Oriented QAM Demodulation Method Driven by AW-SOM Machine Learning. ACSSC (2023)
Damiano Angeloni, Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Marco Re, Sergio Spanò
A RISC-V Hardware Accelerator for Q-Learning Algorithm. ApplePies (2023)
Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
Automatic IP Core Generator for FPGA-Based Q-Learning Hardware Accelerators. ApplePies (2022)
Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Hamed Famil Ghadakchi, Marco Re, Sergio Spanò
Sensing and Detection of Traffic Signs Using CNNs: An Assessment on Their Performance. Sensors 22 (22) (2022)
Sergio Spanò, Lorenzo Canese, Gian Carlo Cardarilli
Profiling of CNNs using the MATLAB FPGA-based Deep Learning Processor. PRIME (2022)
Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
FPGA-Based Road Crack Detection Using Deep Learning. SYSINT (2022)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Re, Andrea Ricci, Sergio Spanò
An FPGA-based multi-agent Reinforcement Learning timing synchronizer. Comput. Electr. Eng. 99 (2022)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Matteo Guadagno, Marco Re, Sergio Spanò
A M-PSK Timing Recovery Loop Based on Q-Learning. ApplePies (2021)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Massimo Panella, Marco Re, Antonello Rosato, Sergio Spanò
A Parallel Hardware Implementation for 2-D Hierarchical Clustering Based on Fuzzy Logic. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Dario Natale, Marco Re, Sergio Spanò
"MR Q-Learning" Algorithm for Efficient Hardware Implementations. ACSCC (2021)
Daniele Giardino, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Alberto Nannarelli, Marco Re, Sergio Spanò
M-PSK Demodulator With Joint Carrier and Timing Recovery. IEEE Trans. Circuits Syst. II Express Briefs 68 (6) (2021)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò
AW-SOM, an Algorithm for High-Speed Learning in Hardware Self-Organizing Maps. IEEE Trans. Circuits Syst. II Express Briefs (2) (2020)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Matta, Marco Re, Sergio Spanò
An Action-Selection Policy Generator for Reinforcement Learning Hardware Accelerators. ApplePies (2020)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Matta, Alberto Nannarelli, Marco Re, Sergio Spanò
FPGA Implementation of Q-RTS for Real-Time Swarm Intelligence Systems. ACSSC (2020)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Alberto Nannarelli, Marco Re, Sergio Spanò
N-Dimensional Approximation of Euclidean Distance. IEEE Trans. Circuits Syst. II Express Briefs (3) (2020)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Matta, Marco Re, Sergio Spanò
Acoustic Emissions Detection and Ranging of Cracks in Metal Tanks Using Deep Learning. ApplePies (2019)
Marco Matta, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Alberto Nannarelli, Marco Re, Sergio Spanò
A Reinforcement Learning-Based QAM/PSK Symbol Synchronizer. IEEE Access 7 (2019)
Sergio Spanò, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Matta, Alberto Nannarelli, Marco Re
An Efficient Hardware Implementation of Reinforcement Learning: The Q-Learning Algorithm. IEEE Access 7 (2019)
Gian Carlo Cardarilli, Daniele Giardino, Marco Matta, Marco Re, Francesca Silvestri, Lorenzo Simone, Sergio Spanò
Comparison and Implementation of Variable Fractional Delay Filters for Wideband Digital Beamforming. ApplePies (2018)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Dario Gelfusa, Marco Matta, Alberto Nannarelli, Marco Re, Lorenzo Simone, Sergio Spanò
Digital Architecture and ASIC Implementation of Wideband Delta DOR Spacecraft Onboard Tracker. SMACD (2018)
Daniele Giardino, Marco Matta, Marco Re, Francesca Silvestri, Sergio Spanò
IP Generator Tool for Efficient Hardware Acceleration of Self-organizing Maps. ApplePies (2018)
Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Daniele Giardino, Marco Matta, Marco Re, Francesca Silvestri, Sergio Spanò
Efficient Ensemble Machine Learning Implementation on FPGA Using Partial Reconfiguration. ApplePies (2018)
Simone Acciarito, Gian Carlo Cardarilli, Gaurav Mani Khanal, Marco Matta, Marco Re, Francesca Silvestri, Sergio Spanò, Dario Gelfusa, Lorenzo Simone
Digital Architecture of Next Generation Spacecraft Tracker Based on Wideband ∆DOR. ApplePies (2017)
Simone Acciarito, Daniele Giardino, Gaurav Mani Khanal, Marco Re, Francesca Silvestri, Sergio Spanò
FPGA Implementation of a Channelizer with 2048 Channels Utilizing USRP-SDR Platform for Satellite Communications. ApplePies (2017)