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ORCIDMatteo Antonio Scrugli
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2020 – today
- 2025
[j6]Matteo Antonio Scrugli
, Gianluca Leone, Paola Busia, Luigi Raffo, Paolo Meloni:
Real-Time sEMG Processing With Spiking Neural Networks on a Low-Power 5K-LUT FPGA. IEEE Trans. Biomed. Circuits Syst. 19(1): 68-81 (2025)- [j5]Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni:
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. IEEE Trans. Biomed. Circuits Syst. 19(1): 142-152 (2025) - [j4]Gianluca Leone, Matteo Antonio Scrugli, Lorenzo Badas, Luca Martis, Luigi Raffo, Paolo Meloni:
SYNtzulu: A Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs. IEEE Trans. Circuits Syst. I Regul. Pap. 72(2): 790-801 (2025) - 2024
- [j3]Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini:
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. 18(3): 608-621 (2024) - [c7]Paolo Meloni, Paola Busia, Gianluca Leone, Luca Martis, Matteo Antonio Scrugli:
Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach. ARC 2024: 296-302 - [c6]Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni:
sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA. DASIP 2024: 15-26 - [c5]Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni:
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis. DATE 2024: 1-6 - [i3]Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni:
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. CoRR abs/2402.10748 (2024) - 2023
- [j2]Matteo Antonio Scrugli, Bojan Blazica, Luigi Raffo, Paolo Meloni:
A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training. IEEE Access 11: 70778-70794 (2023) - 2022
- [j1]Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni:
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things. IEEE Access 10: 1688-1705 (2022) - [c4]Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini:
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. BioCAS 2022: 640-644 - [c3]Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni:
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition. DASIP 2022: 149-161 - [i2]Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni:
An adaptable cognitive microcontroller node for fitness activity recognition. CoRR abs/2201.05110 (2022) - 2021
- [i1]Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni:
An adaptive cognitive sensor node for ECG monitoring in the Internet of Medical Things. CoRR abs/2106.06498 (2021)
2010 – 2019
- 2019
- [c2]Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni:
A runtime-adaptive cognitive IoT node for healthcare monitoring. CF 2019: 350-357 - [c1]Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni:
Runtime-Adaptive Cognitive IoT Nodes. CPS Summer School, PhD Workshop 2019: 39-50
Coauthor Index
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