Matteo Antonio Scrugli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Beat Classification

Accelerometer Data

Gesture Recognition

Spiking Neural Networks

Top Venues

Publications

Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni
sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA. DASIP (2024)
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) (2024)
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 (2024)
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)
Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis. DATE (2024)
Matteo Antonio Scrugli, Bojan Blazica, Luigi Raffo, Paolo Meloni
A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training. IEEE Access 11 (2023)
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 (2022)
Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni
An adaptable cognitive microcontroller node for fitness activity recognition. CoRR (2022)
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)
Matteo Antonio Scrugli, Bojan Blazica, Paolo Meloni
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition. DASIP (2022)
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
An adaptive cognitive sensor node for ECG monitoring in the Internet of Medical Things. CoRR (2021)
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
Runtime-Adaptive Cognitive IoT Nodes. CPS Summer School, PhD Workshop (2019)
Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni
A runtime-adaptive cognitive IoT node for healthcare monitoring. CF (2019)