Fast and accurate inference on microcontrollers with boosted cooperative convolutional neural networks (BC-Net) L Mocerino, A Calimera IEEE Transactions on Circuits and Systems I: Regular Papers 68 (1), 77-88, 2020 | 16 | 2020 |
CoopNet: Cooperative convolutional neural network for low-power MCUs L Mocerino, A Calimera 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | 9 | 2019 |
Energy-efficient convolutional neural networks via recurrent data reuse L Mocerino, V Tenace, A Calimera 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 848-853, 2019 | 8 | 2019 |
TentacleNet: A pseudo-ensemble template for accurate binary convolutional neural networks L Mocerino, A Calimera 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 7 | 2020 |
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 |
AdapTTA: adaptive test-time augmentation for reliable embedded convnets L Mocerino, RG Rizzo, V Peluso, A Calimera, E Macii 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration …, 2021 | 3 | 2021 |
AxP: A HW-SW Co-Design Pipeline for Energy-Efficient Approximated ConvNets via Associative Matching L Mocerino, A Calimera Applied Sciences 11 (23), 11164, 2021 | 1 | 2021 |
Adaptive Test-Time Augmentation for Low-Power CPU L Mocerino, RG Rizzo, V Peluso, A Calimera, E Macii arXiv preprint arXiv:2105.06183, 2021 | 1 | 2021 |
Hardware-Aware Cross-Layer Optimizations of Deep Neural Networks for Embedded Systems L Mocerino Politecnico di Torino, 2022 | | 2022 |
On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets L Mocerino, RG Rizzo, V Peluso, A Calimera, E Macii IFIP/IEEE International Conference on Very Large Scale Integration-System on …, 2021 | | 2021 |
Data-flow analysis and optimization in Convolutional Neural Networks on-chip L Mocerino Politecnico di Torino, 2017 | | 2017 |