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Chenchen Liu
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Year
Rescuing memristor-based neuromorphic design with high defects
C Liu, M Hu, JP Strachan, H Li
2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017
1842017
How convolutional neural network see the world-A survey of convolutional neural network visualization methods
Z Qin, F Yu, C Liu, X Chen
arXiv preprint arXiv:1804.11191, 2018
1482018
A spiking neuromorphic design with resistive crossbar
C Liu, B Yan, C Yang, L Song, Z Li, B Liu, Y Chen, H Li, Q Wu, H Jiang
2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2015
1192015
The effectiveness of the student response system (SRS) in English grammar learning in a flipped English as a foreign language (EFL) class
C Liu, S Sands-Meyer, J Audran
Interactive Learning Environments 27 (8), 1178-1191, 2019
442019
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
412016
A weighted sensing scheme for ReRAM-based cross-point memory array
C Liu, H Li
2014 IEEE Computer Society Annual Symposium on VLSI, 65-70, 2014
342014
Looking ahead for resistive memory technology: A broad perspective on ReRAM technology for future storage and computing
HH Li, Y Chen, C Liu, JP Strachan, N Davila
IEEE Consumer Electronics Magazine 6 (1), 94-103, 2016
322016
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
312017
Interpreting and evaluating neural network robustness
F Yu, Z Qin, C Liu, L Zhao, Y Wang, X Chen
arXiv preprint arXiv:1905.04270, 2019
282019
Effect of flexoelectricity on band structures of one-dimensional phononic crystals
C Liu, S Hu, S Shen
Journal of Applied Mechanics 81 (5), 2014
242014
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays
AM Hassan, C Yang, C Liu, HH Li, Y Chen
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
172017
Interpreting adversarial robustness: A view from decision surface in input space
F Yu, C Liu, Y Wang, L Zhao, X Chen
arXiv preprint arXiv:1810.00144, 2018
162018
An overview on memristor crossabr based neuromorphic circuit and architecture
Z Li, C Liu, Y Wang, B Yan, C Yang, J Yang, H Li
2015 IFIP/IEEE International Conference on Very Large Scale Integration …, 2015
142015
Reform: Static and dynamic resource-aware dnn reconfiguration framework for mobile device
Z Xu, F Yu, C Liu, X Chen
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
132019
Direct: Resource-aware dynamic model reconfiguration for convolutional neural network in mobile systems
Z Xu, Z Qin, F Yu, C Liu, X Chen
Proceedings of the International Symposium on Low Power Electronics and …, 2018
132018
Understanding the trade-offs of device, circuit and application in ReRAM-based neuromorphic computing systems
B Yan, C Liu, X Liu, Y Chen, H Li
2017 IEEE International Electron Devices Meeting (IEDM), 11.4. 1-11.4. 4, 2017
132017
Functionality-oriented convolutional filter pruning
Z Qin, F Yu, C Liu, X Chen
arXiv preprint arXiv:1810.07322, 2018
112018
Towards robust training of neural networks by regularizing adversarial gradients
F Yu, Z Xu, Y Wang, C Liu, X Chen
arXiv preprint arXiv:1805.09370, 2018
112018
Build reliable and efficient neuromorphic design with memristor technology
B Li, B Yan, C Liu, H Li
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
102019
Heterogeneous federated learning
F Yu, W Zhang, Z Qin, Z Xu, D Wang, C Liu, Z Tian, X Chen
arXiv preprint arXiv:2008.06767, 2020
92020
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