Sergio Spanò

IEEE Access, 2024

Design Space Exploration for Edge Machine Learning Featured by MathWorks FPGA DL Processor: A Survey.

[BibT_eX]

[DOI]

Stefano Bertazzoni

IEEE Access, 2024

2023

Efficient Digital Implementation of a Multirate-Based Variable Fractional Delay Filter for Wideband Beamforming.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

An RNS-Based Initial Absolute Position Estimator for Electrical Encoders.

[BibT_eX]

[DOI]

IEEE Access, 2023

A RISC-V Hardware Accelerator for Q-Learning Algorithm.

[BibT_eX]

[DOI]

Damiano Angeloni

Luca Di Nunzio

Marco Re

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

A Hardware-Oriented QAM Demodulation Method Driven by AW-SOM Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Sensing and Detection of Traffic Signs Using CNNs: An Assessment on Their Performance.

[BibT_eX]

[DOI]

Luca Di Nunzio

Rocco Fazzolari

Hamed Famil Ghadakchi

Marco Re

Sensors, 2022

An FPGA-based multi-agent Reinforcement Learning timing synchronizer.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

FPGA-Based Road Crack Detection Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in System-Integrated Intelligence, 2022

Profiling of CNNs using the MATLAB FPGA-based Deep Learning Processor.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022

Automatic IP Core Generator for FPGA-Based Q-Learning Hardware Accelerators.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021

M-PSK Demodulator With Joint Carrier and Timing Recovery.

[BibT_eX]

[DOI]

Daniele Giardino

IEEE Trans. Circuits Syst. II Express Briefs, 2021

A Parallel Hardware Implementation for 2-D Hierarchical Clustering Based on Fuzzy Logic.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

A M-PSK Timing Recovery Loop Based on Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

"MR Q-Learning" Algorithm for Efficient Hardware Implementations.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

AW-SOM, an Algorithm for High-Speed Learning in Hardware Self-Organizing Maps.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2020

N-Dimensional Approximation of Euclidean Distance.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2020

An Action-Selection Policy Generator for Reinforcement Learning Hardware Accelerators.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

FPGA Implementation of Q-RTS for Real-Time Swarm Intelligence Systems.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

An Efficient Hardware Implementation of Reinforcement Learning: The Q-Learning Algorithm.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Reinforcement Learning-Based QAM/PSK Symbol Synchronizer.

[BibT_eX]

[DOI]

Marco Matta

IEEE Access, 2019

Acoustic Emissions Detection and Ranging of Cracks in Metal Tanks Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

2018

Digital Architecture and ASIC Implementation of Wideband Delta DOR Spacecraft Onboard Tracker.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Synthesis, 2018

IP Generator Tool for Efficient Hardware Acceleration of Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

Efficient Ensemble Machine Learning Implementation on FPGA Using Partial Reconfiguration.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

Comparison and Implementation of Variable Fractional Delay Filters for Wideband Digital Beamforming.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

2017

FPGA Implementation of a Channelizer with 2048 Channels Utilizing USRP-SDR Platform for Satellite Communications.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2017

Digital Architecture of Next Generation Spacecraft Tracker Based on Wideband ∆DOR.

[BibT_eX]

[DOI]

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