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Sergio Spanò
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 28
Top Topics
Hardware Implementation
Xilinx Virtex
Design Space Exploration
Reinforcement Learning
Top Venues
ApplePies
IEEE Trans. Circuits Syst. II Express Briefs
IEEE Access
ACSSC
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Publications
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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)