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Ho-Cheung Ng
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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
2222019
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
762018
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
712018
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
622015
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
522018
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
352017
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
312015
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
292018
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
252016
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
212018
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
202013
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
182017
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
172018
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
142022
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
132019
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
112019
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
102020
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
102018
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
62016
Reconfigurable acceleration of short read mapping with biological consideration
HC Ng, I Coleman, S Liu, W Luk
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
42021
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