Alessio Burrello
Scholar

Alessio Burrello

Google Scholar ID: QKdYwY4AAAAJ
Politecnico di Torino, University of Bologna
Machine learningDeep LearningTinyMLEmbedded Programming
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Citations & Impact
All-time
Citations
2,806
 
H-index
30
 
i10-index
64
 
Publications
20
 
Co-authors
74
list available
Contact
No contact links provided.
Publications
19 items
BioTrain: Sub-MB, Sub-50mW On-Device Fine-Tuning for Edge-AI on Biosignals
2026
Cited
0
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables
2026
Cited
0
Late Breaking Results: CHESSY: Coupled Hybrid Emulation with SystemC-FPGA Synchronization
2026
Cited
0
MATCHA: Efficient Deployment of Deep Neural Networks on Multi-Accelerator Heterogeneous Edge SoCs
2026
Cited
0
BlankSkip: Early-exit Object Detection onboard Nano-drones
2026
Cited
0
TrainDeeploy: Hardware-Accelerated Parameter-Efficient Fine-Tuning of Small Transformer Models at the Extreme Edge
2026
Cited
0
Improving Continual Learning for Gaussian Splatting based Environments Reconstruction on Commercial Off-the-Shelf Edge Devices
2026
Cited
0
OnDA: On-device Channel Pruning for Efficient Personalized Keyword Spotting
2026
Cited
0
Resume (English only)
Co-authors
74 total
Luca Benini
Luca Benini
ETH Zürich, Università di Bologna
Daniele Jahier Pagliari
Daniele Jahier Pagliari
Politecnico di Torino
Co-author 3
Co-author 3
Massimo Poncino
Massimo Poncino
Professor, Computing Engineering
Enrico Macii
Enrico Macii
Politecnico di Torino
Francesco Conti
Francesco Conti
Associate Professor, University of Bologna
Simone Benatti
Simone Benatti
Associate Professor, University of Modena e Reggio Emilia
Matteo Risso
Matteo Risso
PhD Student, Politecnico di Torino