Matteo Antonio Scrugli

16 papers A 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers.
IEEE Trans. Biomed. Circuits Syst.
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni
2025 J jnl
Real-Time sEMG Processing With Spiking Neural Networks on a Low-Power 5K-LUT FPGA.
IEEE Trans. Biomed. Circuits Syst.
Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Luigi Raffo, Paolo Meloni
2025 J jnl
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.
Gianluca Leone, Matteo Antonio Scrugli, Lorenzo Badas, Luca Martis, Luigi Raffo, Paolo Meloni
2024 J jnl
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers.
CoRR
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni
2024 — conf
Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach.
ARC
Paolo Meloni, Paola Busia, Gianluca Leone, Luca Martis, Matteo Antonio Scrugli
2024 A conf
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis.
DATE
Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni
2024 J jnl
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.
IEEE Trans. Biomed. Circuits Syst.
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
2024 — conf
sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA.
DASIP
Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni
2023 J jnl
A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training.
IEEE Access
Matteo Antonio Scrugli, Bojan Blazica, Luigi Raffo, Paolo Meloni
2022 — conf
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition.
DASIP
Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni
2022 J jnl
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things.
IEEE Access
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
2022 J jnl
An adaptable cognitive microcontroller node for fitness activity recognition.
CoRR
Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni
2022 — conf
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.
BioCAS
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini
2021 J jnl
An adaptive cognitive sensor node for ECG monitoring in the Internet of Medical Things.
CoRR
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
2019 — conf
A runtime-adaptive cognitive IoT node for healthcare monitoring.
CF
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
2019 — conf
Runtime-Adaptive Cognitive IoT Nodes.
CPS Summer School, PhD Workshop
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni