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Picture for Pasquale Davide Schiavone

Pasquale Davide Schiavone

Always-On 674uW @ 4GOP/s Error Resilient Binary Neural Networks with Aggressive SRAM Voltage Scaling on a 22nm IoT End-Node


Jul 17, 2020
Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini

* Submitted to ISICAS2020 journal special issue 

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XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference


Jul 09, 2018
Francesco Conti, Pasquale Davide Schiavone, Luca Benini

* 11 pages, 8 figures, 2 tables, 3 listings. Accepted for presentation at CODES'18 and for publication in IEEE Transactions on Computer-Aided Design of Circuits and Systems (TCAD) as part of the ESWEEK-TCAD special issue 

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An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics


Apr 23, 2017
Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini

* 15 pages, 12 figures, accepted for publication to the IEEE Transactions on Circuits and Systems - I: Regular Papers 

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