A runtime-adaptive cognitive IoT node for healthcare monitoring. - Matteo Antonio Scrugli; Daniela Loi; Luigi Raffo; Paolo Meloni (CF, 2019)

Runtime-Adaptive Cognitive IoT Nodes. - Matteo Antonio Scrugli; Daniela Loi; Luigi Raffo; Paolo Meloni (CPS Summer School, PhD Workshop, 2019)

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 001; Matteo Antonio Scrugli; Paolo Meloni; Luca Benini (BioCAS, 2022)

An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition. - Matteo Antonio Scrugli; Bojan Blazica; Paolo Meloni (DASIP, 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)

A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training. - Matteo Antonio Scrugli; Bojan Blazica; Luigi Raffo; Paolo Meloni (IEEE Access, 2023)

Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach. - Paolo Meloni; Paola Busia; Gianluca Leone; Luca Martis; Matteo Antonio Scrugli (ARC, 2024)

sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA. - Matteo Antonio Scrugli; Gianluca Leone; Paola Busia; Paolo Meloni (DASIP, 2024)

On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis. - Matteo Antonio Scrugli; Paola Busia; Gianluca Leone; Paolo Meloni (DATE, 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)

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 001; Matteo Antonio Scrugli; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Paolo Meloni; et al. (IEEE Trans. Biomed. Circuits Syst., 2024)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)

Real-Time sEMG Processing With Spiking Neural Networks on a Low-Power 5K-LUT FPGA. - Matteo Antonio Scrugli; Gianluca Leone; Paola Busia; Luigi Raffo; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)

SYNtzulu: A Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs. - Gianluca Leone; Matteo Antonio Scrugli; Lorenzo Badas; Luca Martis; Luigi Raffo; Paolo Meloni (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)