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Characterization of Neural Networks Automatically Mapped on Automotive-grade Microcontrollers


Feb 27, 2021
Giulia Crocioni, Giambattista Gruosso, Danilo Pau, Davide Denaro, Luigi Zambrano, Giuseppe di Giore


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Benchmarking TinyML Systems: Challenges and Direction


Mar 10, 2020
Colby R. Banbury, Vijay Janapa Reddi, Max Lam, William Fu, Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov, David Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav

* 5 pages, 1 figure, 2 tables 

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Reduced Memory Region Based Deep Convolutional Neural Network Detection


Sep 08, 2016
Denis Tome', Luca Bondi, Emanuele Plebani, Luca Baroffio, Danilo Pau, Stefano Tubaro

* 2016 IEEE 6th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) 
* IEEE 2016 ICCE-Berlin 

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A Multi-signal Variant for the GPU-based Parallelization of Growing Self-Organizing Networks


Mar 28, 2015
Giacomo Parigi, Angelo Stramieri, Danilo Pau, Marco Piastra

* Informatics in Control, Automation and Robotics - 9th International Conference, ICINCO 2012 Rome, Italy, July 28-31, 2012 Revised Selected Papers. Part I, pp. 83-100 
* 17 pages 

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