SCRUGLI, MATTEO ANTONIO
SCRUGLI, MATTEO ANTONIO
DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
2024-01-01 Busia, Paola; Scrugli, Matteo Antonio; Jung, Victor Jean-Baptiste; Benini, Luca; Meloni, Paolo
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis
2024-01-01 Scrugli, Matteo Antonio; Busia, Paola; Leone, Gianluca; Meloni, Paolo
Real-Time sEMG Processing with Spiking Neural Networks on a Low-Power 5K-LUT FPGA
2024-01-01 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Raffo, Luigi; Meloni, Paolo
Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs
2024-01-01 Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir M.; Benatti, Simone; Burrello, Alessio; Jung, Victor J. B.; Scherer, Moritz; Scrugli, Matteo A.; Bernini, Adriano; Ducouret, Pauline; Ryvlin, Philippe; Meloni, Paolo; Benini, Luca
SYNtzulu: A Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs
2024-01-01 Leone, G.; Scrugli, M. A.; Badas, L.; Martis, L.; Raffo, L.; Meloni, P.
Adaptive cognitive sensor nodes for the internet of medical things
2022-04-19
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition
2022-01-01 Scrugli, M. A.; Blazica, B.; Meloni, P.
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things
2022-01-01 Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P.
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices
2022-01-01 Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir Mar; Benatti, Simone; Burrello, Alessio; Scherer, Moritz; Scrugli, Matteo Antonio; Meloni, Paolo; Benini, Luca
Runtime adaptive iomt node on multi-core processor platform
2021-01-01 Scrugli, M. A.; Meloni, P.; Sau, C.; Raffo, L.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers | 1-gen-2024 | Busia, Paola; Scrugli, Matteo Antonio; Jung, Victor Jean-Baptiste; Benini, Luca; Meloni, Paolo | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - |
| On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis | 1-gen-2024 | Scrugli, Matteo Antonio; Busia, Paola; Leone, Gianluca; Meloni, Paolo | - | - |
| Real-Time sEMG Processing with Spiking Neural Networks on a Low-Power 5K-LUT FPGA | 1-gen-2024 | Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Raffo, Luigi; Meloni, Paolo | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - |
| Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs | 1-gen-2024 | Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir M.; Benatti, Simone; Burrello, Alessio; Jung, Victor J. B.; Scherer, Moritz; Scrugli, Matteo A.; Bernini, Adriano; Ducouret, Pauline; Ryvlin, Philippe; Meloni, Paolo; Benini, Luca | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - |
| SYNtzulu: A Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs | 1-gen-2024 | Leone, G.; Scrugli, M. A.; Badas, L.; Martis, L.; Raffo, L.; Meloni, P. | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - |
| Adaptive cognitive sensor nodes for the internet of medical things | 19-apr-2022 | - | - | Università degli Studi di Cagliari |
| An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition | 1-gen-2022 | Scrugli, M. A.; Blazica, B.; Meloni, P. | - | Springer |
| An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things | 1-gen-2022 | Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P. | IEEE ACCESS | - |
| EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices | 1-gen-2022 | Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir Mar; Benatti, Simone; Burrello, Alessio; Scherer, Moritz; Scrugli, Matteo Antonio; Meloni, Paolo; Benini, Luca | - | Institute of Electrical and Electronics Engineers Inc. |
| Runtime adaptive iomt node on multi-core processor platform | 1-gen-2021 | Scrugli, M. A.; Meloni, P.; Sau, C.; Raffo, L. | ELECTRONICS | - |