Matteo Antonio Scrugli

According to our database, Matteo Antonio Scrugli authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.

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

IEEE Trans. Biomed. Circuits Syst., June, 2024

A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers.

Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni

CoRR, 2024

On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis.

Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA.

Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni

Proceedings of the Design and Architectures for Signal and Image Processing, 2024

Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach.

Paolo Meloni, Paola Busia, Gianluca Leone, Luca Martis, Matteo Antonio Scrugli

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2024

2023

A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training.

Matteo Antonio Scrugli, Bojan Blazica, Luigi Raffo, Paolo Meloni

IEEE Access, 2023

2022

An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things.

Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni

IEEE Access, 2022

An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition.

Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni

Proceedings of the Design and Architecture for Signal and Image Processing, 2022

EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.

Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2019

Runtime-Adaptive Cognitive IoT Nodes.

Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni

Proceedings of the Cyber-Physical Systems PhD Workshop 2019, an event held within the CPS Summer School "Designing Cyber-Physical Systems, 2019

A runtime-adaptive cognitive IoT node for healthcare monitoring.

Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019