Paola Busia

According to our database, Paola Busia authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini

IEEE Trans. Biomed. Circuits Syst., June, 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

Design of an AI-driven Architecture with Cobots for Digital Transformation to Enhance Quality Control in the Food Industry.

Paola Busia, Claudio Marche, Paolo Meloni, Diego Reforgiato Recupero

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis.

Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA.

Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni

Proceedings of the Design and Architectures for Signal and Image Processing, 2024

Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach.

Paolo Meloni, Paola Busia, Gianluca Leone, Luca Martis, Matteo Antonio Scrugli

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2024

2022

Target-Aware Neural Architecture Search and Deployment for Keyword Spotting.

Paola Busia, Gianfranco Deriu, Luca Rinelli, Cristina Chesta, Luigi Raffo, Paolo Meloni

IEEE Access, 2022

Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems.

Paola Busia, Ilias Theodorakopoulos, Vasileios K. Pothos, Nikos Fragoulis, Paolo Meloni

Proceedings of the Design and Architecture for Signal and Image Processing, 2022

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, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge.

Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni

IEEE Access, 2021

Task-Specific Automation in Deep Learning Processes.

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

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

2019

Optimization and deployment of CNNs at the edge: the ALOHA experience.

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

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019