| Deep neural network approximation for custom hardware: Where we've been, where we're going E Wang, JJ Davis, R Zhao, HC Ng, X Niu, W Luk, PYK Cheung, ... ACM Computing Surveys (CSUR) 52 (2), 1-39, 2019 | 245 | 2019 |
| Optimizing CNN-based segmentation with deeply customized convolutional and deconvolutional architectures on FPGA S Liu, H Fan, X Niu, H Ng, Y Chu, W Luk ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-22, 2018 | 93 | 2018 |
| A real-time object detection accelerator with compressed SSDLite on FPGA H Fan, S Liu, M Ferianc, HC Ng, Z Que, S Liu, X Niu, W Luk 2018 International conference on field-programmable technology (FPT), 14-21, 2018 | 88 | 2018 |
| QuickDough: a rapid fpga loop accelerator design framework using soft CGRA overlay C Liu, HC Ng, HKH So 2015 International Conference on Field Programmable Technology (FPT), 56-63, 2015 | 68 | 2015 |
| Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA R Zhao, HC Ng, W Luk, X Niu 2018 28th International Conference on Field Programmable Logic and …, 2018 | 56 | 2018 |
| Automatic nested loop acceleration on FPGAs using soft CGRA overlay C Liu, HC Ng, HKH So 2nd International Workshop on FPGAs for Software Programmers, 13-18, 2015 | 41 | 2015 |
| Reconfigurable Acceleration of 3D-CNNs for Human Action Recognition with Block Floating-Point Representation H Fan, HC Ng, S Liu, Z Que, X Niu, W Luk 2018 28th International Conference on Field Programmable Logic and …, 2018 | 37 | 2018 |
| Reconfigurable Acceleration of Genetic Sequence Alignment: A Survey of Two Decades of Efforts HC Ng, S Liu, W Luk 2017 27th International Conference on Field Programmable Logic and …, 2017 | 37 | 2017 |
| A soft processor overlay with tightly-coupled FPGA accelerator HC Ng, C Liu, HKH So Workshop on Overlay Architectures for FPGAs at the 2016 ACM/SIGDA …, 2016 | 27 | 2016 |
| Memory-efficient architecture for accelerating generative networks on FPGA S Liu, C Zeng, H Fan, HC Ng, J Meng, Z Que, X Niu, W Luk 2018 International Conference on Field-Programmable Technology (FPT), 30-37, 2018 | 26 | 2018 |
| Direct virtual memory access from FPGA for high-productivity heterogeneous computing HC Ng, YM Choi, HKH So 2013 International Conference on Field-Programmable Technology (FPT), 458-461, 2013 | 22 | 2013 |
| Hardware compilation of deep neural networks: An overview R Zhao, S Liu, HC Ng, E Wang, JJ Davis, X Niu, X Wang, H Shi, ... 2018 IEEE 29Th international conference on application-specific systems …, 2018 | 21 | 2018 |
| All-passive pixel super-resolution of time-stretch imaging ACS Chan, HC Ng, SCV Bogaraju, HKH So, EY Lam, KK Tsia Scientific Reports 7, 44608, 2017 | 19 | 2017 |
| Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network M Wang, KCM Lee, BMF Chung, SV Bogaraju, HC Ng, JSJ Wong, ... IEEE Transactions on Neural Networks and Learning Systems 33 (7), 2853-2866, 2022 | 18 | 2022 |
| Acceleration of Short Read Alignment with Runtime Reconfiguration HC Ng, S Liu, I Coleman, RSW Chu, MC Yue, W Luk 2020 International Conference on Field-Programmable Technology (ICFPT), 2020 | 16 | 2020 |
| Convolution based spectral partitioning architecture for hyperspectral image classification RSW Chu, HC Ng, X Wang, W Luk IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 15 | 2019 |
| Investigating the feasibility of FPGA-based network switches J Meng, N Gebara, HC Ng, P Costa, W Luk 2019 IEEE 30th International Conference on Application-specific Systems …, 2019 | 14 | 2019 |
| ADAM: Automated Design Analysis and Merging for Speeding up FPGA Development HC Ng, S Liu, W Luk 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2018 | 12 | 2018 |
| Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC J Liu, A Dragojević, S Flemming, A Katsarakis, D Korolija, I Zablotchi, ... IEEE Transactions on Computers 73 (3), 857-871, 2024 | 7 | 2024 |
| Towards FPGA-assisted spark: An SVM training acceleration case study SMH Ho, M Wang, HC Ng, HKH So 2016 International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2016 | 6 | 2016 |
Wayne LukProfessor of Computer Engineering, Imperial College LondonVerified email at imperial.ac.uk
