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 | 28 | 2019 |
Monocular depth perception on microcontrollers for edge applications V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia IEEE Transactions on Circuits and Systems for Video Technology 32 (3), 1524-1536, 2021 | 16 | 2021 |
Energy-quality scalable monocular depth estimation on low-power cpus A Cipolletta, V Peluso, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia IEEE Internet of Things Journal 9 (1), 25-36, 2021 | 8 | 2021 |
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 | 8 | 2019 |
Going further with winograd convolutions: Tap-wise quantization for efficient inference on 4x4 tiles R Andri, B Bussolino, A Cipolletta, L Cavigelli, Z Wang 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 582-598, 2022 | 7 | 2022 |
Dynamic convnets on tiny devices via nested sparsity M Grimaldi, L Mocerino, A Cipolletta, A Calimera IEEE Internet of Things Journal 10 (6), 5073-5082, 2022 | 4 | 2022 |
Dataflow restructuring for active memory reduction in deep neural networks A Cipolletta, A Calimera 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 114-119, 2021 | 3 | 2021 |
On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage A Cipolletta, A Calimera 2021 58th ACM/IEEE Design Automation Conference (DAC), 643-648, 2021 | 2 | 2021 |
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 | 2 | 2019 |
A Python-based Hardware Generation Framework for Tensor Systolic Accelerators N Dai Pra Politecnico di Torino, 2021 | 1 | 2021 |
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 | 1 | 2020 |
A cosimulation framework for assessment of power knobs in deep-learning accelerators A Cipolletta University of Illinois at Chicago, 2019 | 1 | 2019 |
Vertical Optimizations of Convolutional Neural Networks for Embedded Systems A Cipolletta Politecnico di Torino, 2022 | | 2022 |