Paola Busia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Learning Processes

Keyword Spotting

Spiking Neural Networks

Biologically Plausible

Top Venues

IEEE Trans. Biomed. Circuits Syst.

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)
Paola Busia, Claudio Marche, Paolo Meloni, Diego Reforgiato Recupero
Design of an AI-driven Architecture with Cobots for Digital Transformation to Enhance Quality Control in the Food Industry. UMAP (Adjunct Publication) (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)
Paola Busia, Gianfranco Deriu, Luca Rinelli, Cristina Chesta, Luigi Raffo, Paolo Meloni
Target-Aware Neural Architecture Search and Deployment for Keyword Spotting. IEEE Access 10 (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)
Paola Busia, Ilias Theodorakopoulos, Vasileios K. Pothos, Nikos Fragoulis, Paolo Meloni
Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems. DASIP (2022)
Georg Buchgeher, Gerald Czech, Adriano Souza Ribeiro, Werner Kloihofer, Paolo Meloni, Paola Busia, Gianfranco Deriu, Maura Pintor, Battista Biggio, Cristina Chesta, Luca Rinelli, David Solans, Manuel Portela
Task-Specific Automation in Deep Learning Processes. DEXA Workshops (2021)
Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge. IEEE Access 9 (2021)
Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF (2019)