Qing Yang
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A memristor crossbar based computing engine optimized for high speed and accuracy
C Liu, Q Yang, B Yan, J Yang, X Du, W Zhu, H Jiang, Q Wu, M Barnell, ...
2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 110-115, 2016
A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications
C Liu, Q Yang, C Zhang, H Jiang, Q Wu, HH Li
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 647-652, 2017
RRAM-based spiking nonvolatile computing-in-memory processing engine with precision-configurable in situ nonlinear activation
B Yan, Q Yang, WH Chen, KT Chang, JW Su, CH Hsu, SH Li, HY Lee, ...
2019 Symposium on VLSI Technology, T86-T87, 2019
Pulse-width modulation based dot-product engine for neuromorphic computing system using memristor crossbar array
H Jiang, K Yamada, Z Ren, T Kwok, F Luo, Q Yang, X Zhang, JJ Yang, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018
A quantized training method to enhance accuracy of reram-based neuromorphic systems
Q Yang, H Li, Q Wu
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
An on-chip security guard based on zero-power authentication for implantable medical devices
Q Yang, S Mai, Y Zhao, Z Wang, C Zhang, Z Wang
2014 IEEE 57th international midwest symposium on circuits and systems …, 2014
Mobieye: An efficient cloud-based video detection system for real-time mobile applications
J Mao, Q Yang, A Li, H Li, Y Chen
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
Dasnet: Dynamic activation sparsity for neural network efficiency improvement
Q Yang, J Mao, Z Wang, H Li
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
Joint regularization on activations and weights for efficient neural network pruning
Q Yang, W Wen, Z Wang, H Li
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
Sensing of Resistive RAM
Q Yang, B Yan, H Li
Sensing of Non-Volatile Memory Demystified, 31-45, 2019
Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement
Q Yang, J Mao, Z Wang, HL Hai
ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (4), 1-16, 2021
BitSystolic: A 26.7 TOPS/W 2b~ 8b NPU With Configurable Data Flows for Edge Devices
Q Yang, H Li
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (3), 1134-1145, 2020
Algorithm-hardware Co-optimization for Neural Network Efficiency Improvement
Q Yang
PQDT-UK & Ireland, 2020
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