MELONI, PAOLO
MELONI, PAOLO
DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA
All-Spiking ECG Analysis for Arrhythmia Classification on Low-Power FPGA
2026-01-01 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Raffo, Luigi; Meloni, Paolo
Endoscopy Image Classification for Wireless Capsules with CNNs on Microcontroller-Based Platforms
2025-01-01 Busia, Paola; Pinna, Andrea; Meloni, Paolo
ESTU: Enabling Spiking Transformers on Ultra-Low-Power FPGAs
2025-01-01 Leone, Gianluca; Busia, Paola; Orrù, Mauro; Raffo, Luigi; Meloni, Paolo
Wearable epilepsy seizure detection on FPGA with spiking neural networks
2025-01-01 Busia, Paola; Leone, Gianluca; Matticola, Andrea; Raffo, Luigi; Meloni, Paolo
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
Design of an AI-driven Architecture with Cobots for Digital Transformation to Enhance Quality Control in the Food Industry
2024-01-01 Busia, P.; Marche, C.; Meloni, P.; Reforgiato Recupero, D.
Exploiting FPGAs and spiking neural networks at the micro-Edge: the EdgeAI approach
2024-01-01 Meloni, Paolo; Busia, Paola; Leone, Gianluca; Martis, Luca; Scrugli, Matteo A.
Low-Power FPGA-based Spiking Neural Networks for Real-Time Decoding of Intracortical Neural Activity
2024-01-01 Martis, Luca; Leone, Gianluca; Raffo, Luigi; 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
sEMG-based gesture recognition with spiking neural networks on low-power FPGA
2024-01-01 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Meloni, Paolo
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.
An Automated Design Flow for Adaptive Neural Network Hardware Accelerators
2023-01-01 Ratto, F.; Mainez, A. P.; Sau, C.; Meloni, P.; Deriu, G.; Delucchi, S.; Massa, M.; Raffo, L.; Palumbo, F.
On-FPGA Spiking Neural Networks for End-to-End Neural Decoding
2023-01-01 Leone, G; Raffo, L; Meloni, P
A Bandwidth-Efficient Emulator of Biologically-Relevant Spiking Neural Networks on FPGA
2022-01-01 Leone, G; Raffo, L; Meloni, P
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.
Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems
2022-01-01 Busia, P.; Theodorakopoulos, I.; Pothos, V.; Fragoulis, N.; 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