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2020 – today
- 2023
[j3]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): 56:1-56:33 (2023)- 2022
- [j2]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): 4516-4526 (2022) - [j1]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): 943-952 (2022) - 2021
- [c2]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: 1-4 - [i3]Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini:
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach. CoRR abs/2105.10302 (2021) - [i2]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 abs/2106.08008 (2021) - [i1]Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini:
DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors. CoRR abs/2107.09448 (2021) - 2020
- [c1]Enrico Tabanelli, Davide Brunelli, Luca Benini:
A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ISIE 2020: 805-810
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