Chen Xie

Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs

E. Macii, M. Poncino, A. Calimera, 2022, ArXiv.

Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers

E. Macii, L. Benini, M. Poncino, 2021, 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC).

Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

E. Macii, M. Poncino, A. Calimera, 2022, ACM Trans. Embed. Comput. Syst..

Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays

E. Macii, M. Poncino, A. Calimera, 2023, IEEE Internet of Things Journal.