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ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network


Mar 25, 2021
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini

* 4 pages, 1 figure, 2 tables 

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Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs


Mar 19, 2021
Daniele Palossi, Nicky Zimmerman, Alessio Burrello, Francesco Conti, Hanna Müller, Luca Maria Gambardella, Luca Benini, Alessandro Giusti, Jérôme Guzzi

* 15 pages, 15 figures, 4 tables. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs


Aug 17, 2020
Alessio Burrello, Angelo Garofalo, Nazareno Bruschi, Giuseppe Tagliavini, Davide Rossi, Francesco Conti

* 14 pages, 13 figures, 4 tables, 2 listings. Submitted to IEEE Transactions on Computers 

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One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing


Sep 06, 2018
Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi

* Published as a conference paper at the IEEE BioCAS 2018 

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