| 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 | 87 | 2019 |
| 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 | 51 | 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 | 36 | 2017 |
| 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 | 32 | 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 | 18 | 2018 |
| 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 | 16 | 2019 |
| 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 | 16 | 2014 |
| 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 | 15 | 2020 |
| 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 | 14 | 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 | 9 | 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 | 4 | 2021 |
| Toward efficient and adaptive design of video detection system with deep neural networks J Mao, Q Yang, A Li, KW Nixon, H Li, Y Chen ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-21, 2022 | 2 | 2022 |
| Integral pruning on activations and weights for efficient neural networks Q Yang, W Wen, Z Wang, Y Chen, H Li | 2 | 2019 |
| Sensing of resistive RAM Q Yang, B Yan, H Li Sensing of Non-Volatile Memory Demystified, 31-45, 2019 | 2 | 2019 |
| Algorithm-hardware co-optimization for neural network efficiency improvement Q Yang Duke University, 2020 | 1 | 2020 |
