Enrico Tabanelli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Feature Reduction

Wearable Devices

Continuous Monitoring

Temporal Lobe Epilepsy

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Trans. Ind. Informatics

Publications

Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors. ACM Trans. Embed. Comput. Syst. 22 (3) (2023)
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach. IEEE Trans. Ind. Informatics 18 (2) (2022)
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
Optimizing Random Forest-Based Inference on RISC-V MCUs at the Extreme Edge. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach. CoRR (2021)
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. CoRR (2021)
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. BioCAS (2021)
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors. CoRR (2021)
Enrico Tabanelli, Davide Brunelli, Luca Benini
A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ISIE (2020)