Francesco Daghero
Orcid: 0000-0001-9595-7216
According to our database1,
Francesco Daghero
authored at least 14 papers
between 2020 and 2024.
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Bibliography
2024
IEEE Internet Things J., January, 2024
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones.
CoRR, 2024
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays.
CoRR, 2024
2023
Efficient Deep Learning Models for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays.
IEEE Internet Things J., August, 2023
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference.
Sensors, February, 2023
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023
2022
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks.
ACM Trans. Embed. Comput. Syst., 2022
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs.
Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
2021
Adv. Comput., 2021
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers.
Proceedings of the VLSI-SoC: Technology Advancement on SoC Design, 2021
Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021
Ultra-compact binary neural networks for human activity recognition on RISC-V processors.
Proceedings of the CF '21: Computing Frontiers Conference, 2021
2020
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020