| Tiny Neural Network Pipeline for Vocal Commands Recognition @Edge | Ivana Guarneri, Alessandro Lauria, Giovanni Maria Farinella,Corrado Santoro | HUCAPP | 表示 |
| A quantitative review of automated neural search and on-device learning for tiny devices | Danilo Pau, Prem Kumar Ambrose | Ital-AI | 表示 |
| Hybrid Quantization for Vocal Commands Recognition on Microcontroller | Ivana Guarneri, Viviana D'Alto, Danilo Pau, Marco Lattuada | TinyML Summit | 表示 |
| Tiny decomposition of complex neural networks for heterogeneous microcontrollers | Biagio Montaruli, Andrea Santamaria, Danilo Pau | TinyML Summit | 表示 |
| Complexity bounded classification of fisheye distorted objects with micro-controllers | Danilo Pau | TinyML Summit | 表示 |
| Deep open-set recognition for silicon wafer production monitoring | Luca Frittoli, Diego Carrera, Giacomo Boracchi | Pattern Recognition Journal | 表示 |
| Practical Artificial Intelligence for the IoT | Danilo Pau | IEEE Internet of Things | 表示 |
| Constrained neural networks for thermal vision | Massimiliano Galanti, Danilo Pau , Matteo Matteucci | tinyML EMEA | 表示 |
| Intelligent Resource Constrained Battery Management on Automotive | D. Sammartino, Pau , Denaro, Zambrano | GCCE | 表示 |
| Resource Constrained Neural Networks for 5G Direction-of-Arrival Estimation in Micro-controllers | Piyush Sahoo, Romesh Rajoria , Shivam Chandhok, S. J. Darak, Danilo Pau , Hem-Dutt Dabral | AIMLSystems | 表示 |
| Synthetic image dataset of shaft junctions inside wind turbines in presence or absence of oil leaks | Pau, Lattuada , Turchetti, Falaschetti, Cardoni | Data in Brief | 表示 |
| Multimodal AI-based security at the edge (MAISE) | José Cano, Jeremy Singer , Sye Loong Keoh, Ferheen Ayaz , Danilo Pau | PETRAS | 表示 |
| Change Detection in Multivariate Datastreams Controlling False Alarms | Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi | Polytechnic University of Milano, STMicroelectronics. | 表示 |
| Exploiting History Data for Nonstationary Multi-armed Bandit | Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli | Proceedings of European Conference on Machine Learning (ECML) 2021 | 表示 |
| A grapevine leaves dataset for early detection and classification of Esca disease in vineyards through machine learning | M. Alessandrini, R. C. Fuentes Rivera, L. Falaschettia, D. Pau, V Tomaselli, C Turchetti | Data in Brief, Jan 2021 | 表示 |
| Change Detection in Multivariate Datastreams Controlling False Alarms | Luca Frittoli, Diego Carrera, Giacomo Boracchi | Proceedings of European Conference on Machine Learning (ECML) 2021 | 表示 |
| haracterization of Neural Networks Automatically Mapped on Automotive-grade Microcontrollers | Danilo Pau, Davide Denaro, Luigi Zambrano, Giuseppe Di Giore (STM); Giulia Crocioni; Gian Battista Gruosso (Politecnico di Milano) | First International Research Symposium on Tiny Machine Learning (TinyML 2021) | 表示 |
| Tiny visual classification of sodium chloride sterile bottles fill level on STM32 | Danilo Pau, Luca Simonetta | GTTI-MMSP Thematic Meeting 2021 on Multimedia Signal Processing | 表示 |
| Automating Tiny Neural Network Design with MCU Deployability in the Loop | Danilo Pau | 2021 DATE Conference | 表示 |
