| Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions SI Venieris, A Kouris, CS Bouganis ACM Computing Surveys (CSUR), 2018 | 170 | 2018 |
| Learning to Fly by MySelf: A Self-Supervised CNN-based Approach for Autonomous Navigation A Kouris, CS Bouganis Intelligent Robots and Systems (IROS 2018), 2018 IEEE/RSJ International …, 2018 | 49 | 2018 |
| Cascade CNN: Pushing the performance limits of quantisation A Kouris, SI Venieris, CS Bouganis Conference on Systems and Machine Learning (SysML), 2018, 2018 | 36* | 2018 |
| CascadeCNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks A Kouris, SI Venieris, CS Bouganis Field Programmable Logic and Applications (FPL), 2018 IEEE 28th …, 2018 | 35 | 2018 |
| Approximate FPGA-based LSTMs under computation time constraints M Rizakis, SI Venieris, A Kouris, CS Bouganis Applied Reconfigurable Computing (ARC), 2018 International Symposium on, 2018 | 30 | 2018 |
| A frequency domain approach for contact type distinction in human–robot collaboration A Kouris, F Dimeas, N Aspragathos IEEE Robotics and Automation Letters (RA-L) 3 (2), 720-727, 2018 | 27 | 2018 |
| A direct tridiagonal solver based on Givens rotations for GPU architectures IE Venetis, A Kouris, A Sobczyk, E Gallopoulos, AH Sameh Parallel Computing 49, 101-116, 2015 | 18 | 2015 |
| Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset A Kouris, C Kyrkou, CS Bouganis Intelligent Robots and Systems (IROS 2019), 2019 IEEE/RSJ International …, 2019 | 16 | 2019 |
| Adaptive inference through early-exit networks: Design, challenges and directions S Laskaridis, A Kouris, ND Lane Proceedings of the 5th International Workshop on Embedded and Mobile Deep …, 2021 | 14 | 2021 |
| Contact distinction in human-robot cooperation with admittance control A Kouris, F Dimeas, N Aspragathos Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on …, 2016 | 14 | 2016 |
| Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars A Kouris, SI Venieris, M Rizakis, CS Bouganis IEEE Consumer Electronics Magazine 9 (4), 2019 | 13 | 2019 |
| A throughput-latency co-optimised cascade of convolutional neural network classifiers A Kouris, S Venieris, CS Bouganis Design, Automation and Test in Europe Conference (DATE 2020), 2020 | 12 | 2020 |
| Deploying deep neural networks in the embedded space SI Venieris, A Kouris, CS Bouganis arXiv preprint arXiv:1806.08616, 2018 | 12 | 2018 |
| Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions SI Venieris, A Kouris, CS Bouganis arXiv preprint arXiv:1803.05900, 0 | 8 | |
| Multi-Exit Semantic Segmentation Networks A Kouris, SI Venieris, S Laskaridis, ND Lane arXiv preprint arXiv:2106.03527, 2021 | 6 | 2021 |
| Control of a line following robot based on FSM estimation A Toumpa, A Kouris, F Dimeas, N Aspragathos 12th IFAC Symposium on Robot Control (SYROCO) 51 (22), 542-547, 2018 | 6 | 2018 |
| A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi IE Venetis, A Sobczyk, A Kouris, A Nakos, N Nikoloutsakos, E Gallopoulos Parallel Computing: On the Road to Exascale 27, 371, 2016 | 6 | 2016 |
| Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems A Kouris, SI Venieris, CS Bouganis IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019 | 3 | 2019 |
| Revisiting the Spike-based framework for GPU banded solvers: A Givens rotation approach for tridiagonal systems in CUDA A Kouris, A Sobczyk, I Venetis, E Gallopoulos, A Sameh 8th International Workshop on Parallel Matrix Algorithms and Applications (PMAA), 2014 | 1 | 2014 |
| Adaptable mobile vision systems through multi-exit neural networks A Kouris, SI Venieris, S Laskaridis, ND Lane Proceedings of the 20th Annual International Conference on Mobile Systems …, 2022 | | 2022 |
Christos BouganisImperial College LondonVerified email at ic.ac.uk
