Scholar
Alessio Burrello
Google Scholar ID: QKdYwY4AAAAJ
Politecnico di Torino, University of Bologna
Machine learning
Deep Learning
TinyML
Embedded 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
Publications
23 items
Wyvern: An Agentic Framework for Generating Grounded Multimodal Reports
2026
Cited
0
MAUPITI: On-Device Prototype-Based Learning on a Smart Infrared Sensor
2026
Cited
0
A Hardware-oriented Approach for Efficient Bayesian Inference Computation and Deployment
2026
Cited
0
Before Parc Fermé: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving
2026
Cited
0
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
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Co-authors
11 total
Luca Benini
ETH Zürich, Università di Bologna
Daniele Jahier Pagliari
Politecnico di Torino
Massimo Poncino
Professor, Computing Engineering
Enrico Macii
Politecnico di Torino
Francesco Conti
Associate Professor, University of Bologna
Simone Benatti
Associate Professor, University of Modena e Reggio Emilia
Matteo Risso
PhD Student, Politecnico di Torino
Davide Brunelli
University of Trento
