xinyu niu
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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
572019
Optimizing CNN-based object detection algorithms on embedded FPGA platforms
R Zhao, X Niu, Y Wu, W Luk, Q Liu
International Symposium on Applied Reconfigurable Computing, 255-267, 2017
392017
Exploiting run-time reconfiguration in stencil computation
X Niu, Q Jin, W Luk, Q Liu, O Pell
22nd International Conference on Field Programmable Logic and Applications …, 2012
342012
On the use of programmable hardware and reduced numerical precision in earth‐system modeling
PD Düben, FP Russell, X Niu, W Luk, TN Palmer
Journal of advances in modeling earth systems 7 (3), 1393-1408, 2015
292015
Automating elimination of idle functions by runtime reconfiguration
X Niu, TCP Chau, Q Jin, W Luk, Q Liu, O Pell
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 8 (3), 1-28, 2015
252015
Reconfiguring distributed applications in FPGA accelerated cluster with wireless networking
XY Niu, KH Tsoi, W Luk
2011 21st International Conference on Field Programmable Logic and …, 2011
242011
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
222018
Heterogeneous reconfigurable system for adaptive particle filters in real-time applications
TCP Chau, X Niu, A Eele, W Luk, PYK Cheung, J Maciejowski
International Symposium on Applied Reconfigurable Computing, 1-12, 2013
212013
Power-Adaptive computing system design for solar-energy-powered embedded systems
Q Liu, T Mak, T Zhang, X Niu, W Luk, A Yakovlev
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (8 …, 2014
192014
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
182018
Hardware acceleration for machine learning
R Zhao, W Luk, X Niu, H Shi, H Wang
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 645-650, 2017
182017
A scalable design approach for stencil computation on reconfigurable clusters
X Niu, JGF Coutinho, W Luk
2013 23rd International Conference on Field programmable Logic and …, 2013
182013
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
162018
EURECA: on-chip configuration generation for effective dynamic data access
X Niu, W Luk, Y Wang
Proceedings of the 2015 ACM/SIGDA International Symposium on Field …, 2015
152015
Exploiting the chaotic behaviour of atmospheric models with reconfigurable architectures
FP Russell, PD Düben, X Niu, W Luk, TN Palmer
Computer Physics Communications 221, 160-173, 2017
132017
Faster: facilitating analysis and synthesis technologies for effective reconfiguration
D Pnevmatikatos, K Papadimitriou, T Becker, P Böhm, A Brokalakis, ...
Microprocessors and Microsystems 39 (4-5), 321-338, 2015
132015
Flexible retractable door
J Todd
US Patent App. 10/090,839, 2002
132002
F-c3d: Fpga-based 3-dimensional convolutional neural network
H Fan, X Niu, Q Liu, W Luk
2017 27th International Conference on Field Programmable Logic and …, 2017
122017
Automatic Optimising CNN with Depthwise Separable Convolution on FPGA: (Abstact Only)
R Zhao, X Niu, W Luk
Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018
112018
Aspect driven compilation for dataflow designs
P Grigoraş, X Niu, JGF Coutinho, W Luk, J Bower, O Pell
2013 IEEE 24th International Conference on Application-Specific Systems …, 2013
112013
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