| Benchmarking of CNNs for low-cost, low-power robotics applications D Pena, A Forembski, X Xu, D Moloney RSS 2017 Workshop: New Frontier for Deep Learning in Robotics, 1-5, 2017 | 54 | 2017 |
| Deep learning system DM Moloney, JD Byrne, LR Buckley, X Xu, DAP Carillo, ... US Patent 11,900,256, 2024 | 35 | 2024 |
| Hybrid pruning: Thinner sparse networks for fast inference on edge devices X Xu, MS Park, C Brick arXiv preprint arXiv:1811.00482, 2018 | 35 | 2018 |
| Convolutional Neural Network for 3D Object Recognition using Volumetric Representation DM Xiaofan Xu, Alireza Dehghani, David Corrigan, Sam Caulfield SPLINE 2016, the first International Workshop on Sensing, Processing and …, 2016 | 27* | 2016 |
| Hybrid neural network pruning X Xu, MS Park, CM Brick US Patent App. 16/226,521, 2019 | 26 | 2019 |
| 3D Object Recognition based on Volumetric Representation using Convolutional Neural Networks DM Xiaofan Xu, David Corrigan, Alireza Dehghani, Sam Caulfield AMDO 2016, Conference on Articulated Motion and Deformable Objects, 2016 | 25* | 2016 |
| Classify 3D Voxel based Point-cloud using Convolutional Neural Network on a Neural Compute Stick X Xu, J Amaro, S Caulfield, G Falcao, D Moloney | 21 | 2017 |
| Neural network compression X Xu, MS Park, CM Brick US Patent App. 17/416,461, 2022 | 19 | 2022 |
| Dynamic culling of matrix operations DM Moloney, X Xu US Patent 10,861,217, 2020 | 19 | 2020 |
| Convolutional neural network on neural compute stick for voxelized point-clouds classification X Xu, J Amaro, S Caulfield, A Forembski, G Falcao, D Moloney 2017 10th international congress on image and signal processing, biomedical …, 2017 | 19 | 2017 |
| Methods and apparatus for hardware-aware machine learning model training X Xu, C Brick, Z Biro US Patent App. 17/013,258, 2020 | 18 | 2020 |
| 1.2 watt classification of 3D voxel based point-clouds using a CNN on a neural compute stick X Xu, S Caulfield, J Amaro, G Falcao, D Moloney Neurocomputing 393, 165-174, 2020 | 14 | 2020 |
| Size/accuracy trade-off in convolutional neural networks: An evolutionary approach T Cetto, J Byrne, X Xu, D Moloney Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020 | 13 | 2020 |
| Squantizer: Simultaneous learning for both sparse and low-precision neural networks MS Park, X Xu, C Brick arXiv preprint arXiv:1812.08301, 2018 | 11 | 2018 |
| Benchmarking of CNNs for Low-Cost D Pena, A Forembski, X Xu, D Moloney Low-Power Robotics Applications 5, 2017 | 10 | 2017 |
| Dynamic culling of matrix operations DM Moloney, X Xu US Patent 11,593,987, 2023 | 5 | 2023 |
| Automated generation of neural networks JD Byrne, DM Moloney, X Xu, TFL Cetto US Patent App. 17/290,428, 2021 | 5 | 2021 |
| Applications of the VOLA format for 3D data knowledge discovery J Byrne, S Caulfield, L Buckley, X Xu, D Pena, G Baugh, D Moloney 2017 13th International Conference on Natural Computation, Fuzzy Systems and …, 2017 | 5 | 2017 |
| Face detection speed improvement using bitmap-based Histogram of Oriented gradien A Dehghani, D Moloney, X Xu 2017 International Conference on Systems, Signals and Image Processing …, 2017 | 5 | 2017 |
| Dynamic culling of matrix operations DM Moloney, X Xu US Patent 12,085,392, 2024 | | 2024 |
