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Giuseppe Tagliavini

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Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode

Oct 18, 2021
Davide Rossi, Francesco Conti, Manuel Eggimann, Alfio Di Mauro, Giuseppe Tagliavini, Stefan Mach, Marco Guermandi, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini

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DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors

Jul 16, 2021
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini

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Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices

Jun 17, 2021
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti

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Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers

Dec 12, 2020
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva

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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

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