A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. - Enrico Tabanelli; Davide Brunelli; Luca Benini (ISIE, 2020)

Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. - Thorir Mar Ingolfsson; Andrea Cossettini; Xiaying Wang; Enrico Tabanelli; Giuseppe Tagliavini; Philippe Ryvlin; Luca Benini; Simone Benatti (BioCAS, 2021)

Optimizing Random Forest-Based Inference on RISC-V MCUs at the Extreme Edge. - Enrico Tabanelli; Giuseppe Tagliavini; Luca Benini (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach. - Enrico Tabanelli; Davide Brunelli; Andrea Acquaviva; Luca Benini (IEEE Trans. Ind. Informatics, 2022)

DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors. - Enrico Tabanelli; Giuseppe Tagliavini; Luca Benini (ACM Trans. Embed. Comput. Syst., 2023)