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2020 – today
- 2024
[j3]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): 608-621 (2024)- [c8]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: 296-302 - [c7]Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Paolo Meloni:
sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA. DASIP 2024: 15-26 - [c6]Matteo Antonio Scrugli, Paola Busia, Gianluca Leone, Paolo Meloni:
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis. DATE 2024: 1-6 - [c5]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 - [e1]Tiago Dias, Paola Busia:
Design and Architectures for Signal and Image Processing - 17th International Workshop, DASIP 2024, Munich, Germany, January 17-19, 2024, Proceedings. Lecture Notes in Computer Science 14622, Springer 2024, ISBN 978-3-031-62873-3 [contents] - [i1]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 abs/2402.10748 (2024) - 2022
- [j2]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: 40687-40700 (2022) - [c4]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: 640-644 - [c3]Paola Busia, Ilias Theodorakopoulos, Vasileios K. Pothos, Nikos Fragoulis, Paolo Meloni:
Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems. DASIP 2022: 45-56 - 2021
- [j1]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: 133289-133308 (2021) - [c2]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: 159-169
2010 – 2019
- 2019
- [c1]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: 326-332
Coauthor Index
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last updated on 2024-10-07 22:11 CEST by the dblp team
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