| Robustifying the deployment of tinyml models for autonomous mini-vehicles M de Prado, M Rusci, A Capotondi, R Donze, L Benini, N Pazos Sensors 21 (4), 1339, 2021 | 44 | 2021 |
| Bonseyes ai pipeline—bringing ai to you: End-to-end integration of data, algorithms, and deployment tools MD Prado, J Su, R Saeed, L Keller, N Vallez, A Anderson, D Gregg, ... ACM Transactions on Internet of Things 1 (4), 1-25, 2020 | 33* | 2020 |
| QUENN: QUantization engine for low-power neural networks M De Prado, M Denna, L Benini, N Pazos Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018 | 20 | 2018 |
| Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems M De Prado, N Pazos, L Benini 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 18 | 2019 |
| Automated design space exploration for optimized deployment of dnn on arm cortex-a cpus M de Prado, A Mundy, R Saeed, M Denna, N Pazos, L Benini IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 13 | 2020 |
| Robust navigation with tinyML for autonomous mini-vehicles M de Prado, R Donze, A Capotondi, M Rusci, S Monnerat, N Pazos arXiv e-prints, arXiv: 2007.00302, 2020 | 11 | 2020 |
| Towards on-device domain adaptation for noise-robust keyword spotting C Cioflan, L Cavigelli, M Rusci, M De Prado, L Benini 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 10 | 2022 |
| IoT meets distributed AI-Deployment scenarios of Bonseyes AI applications on FIWARE L Moor, L Bitter, M De Prado, N Pazos, N Ouerhani 2019 IEEE 38th International Performance Computing and Communications …, 2019 | 7 | 2019 |
| ViSDM: A liquid democracy based visual data marketplace for sovereign crowdsourcing data collection VSSA Daliparthi, N Momen, K Tutschku, M De Prado Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference …, 2023 | 3 | 2023 |
| Generic neural architecture search toolkit for efficient and real-world deployment of visual inspection convolutional neural networks in industry N Pižurica, K Pavlović, S Kovačević, I Jovančević, M de Prado Journal of Electronic Imaging 33 (3), 031203-031203, 2024 | | 2024 |
| On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems C Cioflan, L Cavigelli, M Rusci, M de Prado, L Benini arXiv preprint arXiv:2403.10549, 2024 | | 2024 |
| ViSDM 1.0: Vision Sovereignty Data Marketplace a Decentralized Platform for Crowdsourcing Data Collection and Trading VSSA Daliparthi, N Momen, K Tutschku, M De Prado Proceedings of the 2023 ACM Conference on Information Technology for Social …, 2023 | | 2023 |
| Encouraging AI Adoption by SMEs: Opportunities and Contributions by the ICT49 Project Cluster O Markaki, A Papapostolou, S Mouzakitis, I Zrazinska, U Sobek, T Wilczek, ... 2023 14th International Conference on Information, Intelligence, Systems …, 2023 | | 2023 |
| TinderAI: Support System for Matching AI Algorithms and Embedded Devices M Francobaldi, A De Filippo, A Borghesi, N Pizˇurica, I Jovančević, ... The International FLAIRS Conference Proceedings 36, 2023 | | 2023 |
| IoT meets distributed AI L Moor, L Bitter, M De Prado, N Pazos Escudero, N Ouerhani Proceedings of 2019 IEEE 38th International Performance Computing and …, 2019 | | 2019 |
| QUENN M De Prado, L Benini, M Denna, N Pazos Escudero Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018 | | 2018 |
| Embedded Systems iCheck: Progressive Checkpointing for Intermittent Systems................... WS Lim, C.-H. Tu, C.-F. Wu, and Y.-H. Chang 2224 Reducing SRAM Reading Power With … M Kou, PY Cheng, J Zeng, TY Ho, K Takagi, H Yao, R Purdy, K Rockowitz, ... | | |
