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Beiye Liu
Beiye Liu
Research Assistant of Electrical Engineering,University of Pittsburgh
Verified email at pitt.edu - Homepage
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Cited by
Cited by
Year
Vortex: Variation-aware training for memristor X-bar
B Liu, H Li, Y Chen, X Li, Q Wu, T Huang
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
2022015
RENO: A high-efficient reconfigurable neuromorphic computing accelerator design
X Liu, M Mao, B Liu, H Li, Y Chen, B Li, Y Wang, H Jiang, M Barnell, Q Wu, ...
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
1872015
Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems
B Liu, H Li, Y Chen, X Li, T Huang, Q Wu, M Barnell
2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 63-70, 2014
1552014
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
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
1462015
Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine
B Liu, M Hu, H Li, ZH Mao, Y Chen, T Huang, W Zhang
Proceedings of the 50th Annual Design Automation Conference, 1-6, 2013
862013
Harmonica: A framework of heterogeneous computing systems with memristor-based neuromorphic computing accelerators
X Liu, M Mao, B Liu, B Li, Y Wang, H Jiang, M Barnell, Q Wu, J Yang, H Li, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 63 (5), 617-628, 2016
752016
Alexa teacher model: Pretraining and distilling multi-billion-parameter encoders for natural language understanding systems
J FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
632022
An EDA framework for large scale hybrid neuromorphic computing systems
W Wen, CR Wu, X Hu, B Liu, TY Ho, X Li, Y Chen
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
502015
Group scissor: Scaling neuromorphic computing design to large neural networks
Y Wang, W Wen, B Liu, D Chiarulli, H Li
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
392017
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system
C Song, B Liu, W Wen, H Li, Y Chen
2017 IEEE 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2017
362017
Reconfigurable neuromorphic computing system with memristor-based synapse design
B Liu, Y Chen, B Wysocki, T Huang
Neural Processing Letters 41, 159-167, 2015
312015
The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design
B Liu, Y Chen, B Wysocki, T Huang
Neural Information Processing, 357-365, 2012
262012
Statistical memristor modeling and case study in neuromorphic computing
RE Pino, H Li, Y Chen, M Hu, B Liu
Proceedings of the 49th Annual Design Automation Conference, 585-590, 2012
252012
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect
C Yang, B Liu, H Li, Y Chen, M Barnell, Q Wu, W Wen, J Rajendran
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2016
232016
Exploring transfer learning for end-to-end spoken language understanding
S Rongali, B Liu, L Cai, K Arkoudas, C Su, W Hamza
Proceedings of the AAAI Conference on Artificial Intelligence 35 (15), 13754 …, 2021
222021
Thwarting replication attack against memristor-based neuromorphic computing system
C Yang, B Liu, H Li, Y Chen, M Barnell, Q Wu, W Wen, J Rajendran
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
192019
Security of neuromorphic systems: Challenges and solutions
B Liu, C Yang, H Li, Y Chen, Q Wu, M Barnell
2016 IEEE International Symposium on Circuits and Systems (ISCAS), 1326-1329, 2016
162016
Cloning your mind: Security challenges in cognitive system designs and their solutions
B Liu, C Wu, H Li, Y Chen, Q Wu, M Barnell, Q Qiu
Proceedings of the 52nd Annual Design Automation Conference, 1-5, 2015
152015
Bio-inspired computing with resistive memories—models, architectures and applications
Q Wu, B Liu, Y Chen, H Li, Q Chen, Q Qiu
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 834-837, 2014
132014
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss
HP Cheng, W Wen, C Song, B Liu, H Li, Y Chen
2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2016
122016
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