FRANCESCO DAGHERO

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PhD Student
Adjunct Professor

Most recent publications

Daghero, Francesco; Jahier Pagliari, Daniele; Poncino, Massimo (2022)
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs. In: 17th International Conference on Ph.D Research in Microelectronics and Electronics, PRIME 2022, Villasimius (ITA), 2022, pp. 173-176. ISBN: 978-1-6654-6700-1
Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, ... (2022)
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS)
Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; ... (2022)
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks. In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, vol. 21, pp. 1-28. ISSN 1539-9087
Daghero, F.; Xie, C.; Jahier Pagliari, D.; Burrello, A.; Castellano, M.; Gandolfi, L.; ... (2021)
Ultra-compact binary neural networks for human activity recognition on RISC-V processors. In: 18th ACM International Conference on Computing Frontiers 2021, CF 2021, Virtual conference, 2021, pp. 3-11. ISBN: 9781450384049
Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, ... (2021)
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. In: 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Virtual Conference, 2021, pp. 1-6. ISBN: 978-1-6654-2614-5
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