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Picture for Miguel de Prado

Robust navigation with tinyML for autonomous mini-vehicles

Jul 01, 2020
Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini and, Nuria Pazos

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Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs

Jun 09, 2020
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini

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AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools

Jan 15, 2019
Miguel de Prado, Jing Su, Rozenn Dahyot, Rabia Saeed, Lorenzo Keller, Noelia Vallez

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Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems

Nov 18, 2018
Miguel de Prado, Nuria Pazos, Luca Benini

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QUENN: QUantization Engine for low-power Neural Networks

Nov 14, 2018
Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos

* Computing Frontiers 2018 

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