Miguel de Prado

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Small And Medium Enterprises

Neural Architecture

Keyword Spotting

Design Space Exploration

Top Venues

Publications

Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. AICAS (2024)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. CoRR (2024)
Nikola Pizurica, Kosta Pavlovic, Slavko Kovacevic, Igor Jovancevic, Miguel de Prado
Generic neural architecture search toolkit for efficient and real-world deployment of visual inspection convolutional neural networks in industry. J. Electronic Imaging 33 (3) (2024)
Ourania I. Markaki, Aikaterini Papapostolou, Spiros Mouzakitis, Izabela Zrazinska, Urszula Sobek, Thomas Wilczek, Antonis Troumpoukis, Xenia Ziouvelou, Vangelis Karkaletsis, Alexandra Carrasco, Miriam García, Gabriele Röger, Andrea Micheli, Jaime Alessandro Codagnone, Miguel de Prado, Siobhan O'Neill
Encouraging AI Adoption by SMEs: Opportunities and Contributions by the ICT49 Project Cluster. IISA (2023)
Matteo Francobaldi, Allegra De Filippo, Andrea Borghesi, Nikola Pizurica, Igor Jovancevic, Tim Llewellynn, Miguel de Prado
TinderAI: Support System for Matching AI Algorithms and Embedded Devices. FLAIRS (2023)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting. AICAS (2022)
Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles. Sensors 21 (4) (2021)
Miguel de Prado, Manuele Rusci, Romain Donze, Alessandro Capotondi, Serge Monnerat, Luca Benini, Nuria Pazos
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles. ISCAS (2021)
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini
Automated Design Space Exploration for Optimized Deployment of DNN on Arm Cortex-A CPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (11) (2021)
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini
Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs. CoRR (2020)
Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini, Nuria Pazos
Robust navigation with tinyML for autonomous mini-vehicles. CoRR (2020)
Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot, Nuria Pazos
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools. ACM Trans. Internet Things 1 (4) (2020)
Miguel de Prado, Jing Su, Rozenn Dahyot, Rabia Saeed, Lorenzo Keller, Noelia Vállez
AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools. CoRR (2019)
Lucien Moor, Lukas Bitter, Miguel de Prado, Nuria Pazos, Nabil Ouerhani
IoT meets distributed AI - Deployment scenarios of Bonseyes AI applications on FIWARE. IPCCC (2019)
Miguel de Prado, Nuria Pazos, Luca Benini
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. DATE (2019)
Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos
QUENN: QUantization engine for low-power neural networks. CF (2018)
Miguel de Prado, Nuria Pazos, Luca Benini
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. CoRR (2018)
Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos
QUENN: QUantization Engine for low-power Neural Networks. CoRR (2018)