| Enabling energy-efficient unsupervised monocular depth estimation on armv7-based platforms V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, S Mattoccia 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 12 | 2019 |
| Object based modelling of hybrid electrical vehicle and power management control A Bolzoni, A La Bella, D Moschetta, G Musacci, G Gruosso, GS Gajani, ... 2015 IEEE 1st International Forum on Research and Technologies for Society …, 2015 | 10 | 2015 |
| Scalable-effort convnets for multilevel classification V Peluso, A Calimera Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 8 | 2018 |
| All-digital embedded meters for on-line power estimation DJ Pagliari, V Peluso, Y Chen, A Calimera, E Macii, M Poncino 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 737-742, 2018 | 8 | 2018 |
| Ultra-fine grain Vdd-hopping for energy-efficient multi-processor SoCs V Peluso, A Calimera, E Macii, M Aliotoy 2016 IFIP/IEEE International Conference on Very Large Scale Integration …, 2016 | 8 | 2016 |
| Design-space exploration of pareto-optimal architectures for deep learning with DVFS G Santoro, MR Casu, V Peluso, A Calimera, M Alioto 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 6 | 2018 |
| Beyond ideal DVFS through ultra-fine grain vdd-hopping V Peluso, RG Rizzo, A Calimera, E Macii, M Alioto IFIP/IEEE International Conference on Very Large Scale Integration-System on …, 2016 | 6 | 2016 |
| Performance Profiling of Embedded ConvNets under Thermal-Aware DVFS V Peluso, RG Rizzo, A Calimera Electronics 8 (12), 1423, 2019 | 5 | 2019 |
| Weak-mac: Arithmetic relaxation for dynamic energy-accuracy scaling in convnets V Peluso, A Calimera 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 5 | 2018 |
| Early bird sampling: a short-paths free error detection-correction strategy for data-driven VOS RG Rizzo, V Peluso, A Calimera, J Zhou, X Liu 2017 IFIP/IEEE International Conference on Very Large Scale Integration …, 2017 | 5 | 2017 |
| Optimality assessment of memory-bounded convnets deployed on resource-constrained risc cores M Grimaldi, V Peluso, A Calimera IEEE Access 7, 152599-152611, 2019 | 4 | 2019 |
| Energy-performance design exploration of a low-power microprogrammed deep-learning accelerator G Santoro, MR Casu, V Peluso, A Calimera, M Alioto 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018 | 4 | 2018 |
| Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets V Peluso, RG Rizzo, A Cipolletta, A Calimera 2019 Sixth International Conference on Social Networks Analysis, Management …, 2019 | 3 | 2019 |
| Efficacy of Topology Scaling for Temperature and Latency Constrained Embedded ConvNets V Peluso, RG Rizzo, A Calimera Journal of Low Power Electronics and Applications 10 (1), 10, 2020 | 2 | 2020 |
| Energy-driven precision scaling for fixed-point ConvNets V Peluso, A Calimera 2018 IFIP/IEEE International Conference on Very Large Scale Integration …, 2018 | 2 | 2018 |
| On the Efficiency of Early Bird Sampling (EBS) an Error Detection-Correction Scheme for Data-Driven Voltage Over-Scaling RG Rizzo, V Peluso, A Calimera, J Zhou IFIP/IEEE International Conference on Very Large Scale Integration-System on …, 2017 | 2 | 2017 |
| TVFS: Topology Voltage Frequency Scaling for Reliable Embedded ConvNets RG Rizzo, V Peluso, A Calimera IEEE Transactions on Circuits and Systems II: Express Briefs, 2020 | | 2020 |
| Enabling monocular depth perception at the very edge V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | | 2020 |
| EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets M Grimaldi, V Peluso, A Calimera 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | | 2020 |
| Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores V Peluso, A Cipolletta, F Vaiana, A Calimera 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | | 2019 |
Andrea CalimeraPolitecnico di TorinoAdresse e-mail validée de polito.it
