| Q-ppg: Energy-efficient ppg-based heart rate monitoring on wearable devices A Burrello, DJ Pagliari, M Risso, S Benatti, E Macii, L Benini, M Poncino IEEE Transactions on Biomedical Circuits and Systems 15 (6), 1196-1209, 2021 | 50 | 2021 |
| Lightweight neural architecture search for temporal convolutional networks at the edge M Risso, A Burrello, F Conti, L Lamberti, Y Chen, L Benini, E Macii, ... IEEE Transactions on Computers 72 (3), 744-758, 2022 | 36 | 2022 |
| Robust and energy-efficient ppg-based heart-rate monitoring M Risso, A Burrello, DJ Pagliari, S Benatti, E Macii, L Benini, M Poncino 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 32 | 2021 |
| Embedding temporal convolutional networks for energy-efficient ppg-based heart rate monitoring A Burrello, DJ Pagliari, PM Rapa, M Semilia, M Risso, T Polonelli, ... ACM Transactions on Computing for Healthcare (HEALTH) 3 (2), 1-25, 2022 | 26 | 2022 |
| Pruning in time (PIT): a lightweight network architecture optimizer for temporal convolutional networks M Risso, A Burrello, DJ Pagliari, F Conti, L Lamberti, E Macii, L Benini, ... 2021 58th ACM/IEEE Design Automation Conference (DAC), 1015-1020, 2021 | 17 | 2021 |
| Enhancing neural architecture search with multiple hardware constraints for deep learning model deployment on tiny iot devices A Burrello, M Risso, BA Motetti, E Macii, L Benini, DJ Pagliari IEEE Transactions on Emerging Topics in Computing, 2023 | 12 | 2023 |
| Channel-wise mixed-precision assignment for dnn inference on constrained edge nodes M Risso, A Burrello, L Benini, E Macii, M Poncino, DJ Pagliari 2022 IEEE 13th International Green and Sustainable Computing Conference …, 2022 | 12 | 2022 |
| Plinio: a user-friendly library of gradient-based methods for complexity-aware DNN optimization DJ Pagliari, M Risso, BA Motetti, A Burrello 2023 Forum on Specification & Design Languages (FDL), 1-8, 2023 | 10 | 2023 |
| Deep neural network architecture search for accurate visual pose estimation aboard nano-uavs E Cereda, L Crupi, M Risso, A Burrello, L Benini, A Giusti, DJ Pagliari, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 6065-6071, 2023 | 6 | 2023 |
| Precision-aware latency and energy balancing on multi-accelerator platforms for dnn inference M Risso, A Burrello, GM Sarda, L Benini, E Macii, M Poncino, M Verhelst, ... 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 4 | 2023 |
| Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification. L Morra, A Azzari, L Bergamasco, M Braga, L Capogrosso, F Delrio, ... NeSy, 223-232, 2023 | 4 | 2023 |
| Multi-complexity-loss dnas for energy-efficient and memory-constrained deep neural networks M Risso, A Burrello, L Benini, E Macii, M Poncino, D Jahier Pagliari Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022 | 4 | 2022 |
| Energy-efficient wearable-to-mobile offload of ML inference for PPG-based heart-rate estimation A Burrello, M Risso, N Tomasello, Y Chen, L Benini, E Macii, M Poncino, ... 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 3 | 2023 |
| Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices MA Hamdi, G Pollo, M Risso, G Haugou, A Burrello, E Macii, M Poncino, ... Proceedings of the 21st ACM International Conference on Computing Frontiers …, 2024 | 2 | 2024 |
| Adaptive deep learning for efficient visual pose estimation aboard ultra-low-power nano-drones BA Motetti, L Crupi, MOME Elshaigi, M Risso, DJ Pagliari, D Palossi, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 2 | 2024 |
| AMBEATion: Analog Mixed-Signal Back-End Design Automation with Machine Learning and Artificial Intelligence Techniques GE Aliffi, J Baixinho, D Barri, F Daghero, N Di Carolo, G Faraone, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 1 | 2024 |
| Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data M Risso, A Goffi, BA Motetti, A Burrello, JB Bove, E Macii, M Poncino, ... arXiv preprint arXiv:2410.04802, 2024 | | 2024 |
| Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time M Risso, A Burrello, DJ Pagliari arXiv preprint arXiv:2409.18566, 2024 | | 2024 |
| AMBEATion: New Algorithm for Generation IC Matched Structures with Respecting Linear and Non-linear Gradient Parameter Effects D Barri, P Vacula, V Kotě, J Nemazal, M Vacula, DJ Pagliari, F Daghero, ... 2024 International Conference on Applied Electronics (AE), 1-4, 2024 | | 2024 |
| Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks BA Motetti, M Risso, A Burrello, E Macii, M Poncino, DJ Pagliari IEEE Transactions on Computers, 2024 | | 2024 |
Daniele Jahier PagliariPolitecnico di TorinoEmail verificata su polito.it
