Beiye Liu
Beiye Liu
Research Assistant of Electrical Engineering,University of Pittsburgh
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
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
902015
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
722015
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
2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2013
582013
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
572014
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
552015
An EDA framework for large scale hybrid neuromorphic computing systems
W Wen, CR Wu, X Hu, B Liu, TY Ho, X Li, Y Chen
2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2015
362015
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
312016
Group scissor: Scaling neuromorphic computing design to large neural networks
Y Wang, W Wen, B Liu, D Chiarulli, H Li
2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017
212017
Statistical memristor modeling and case study in neuromorphic computing
RE Pino, H Li, Y Chen, M Hu, B Liu
DAC Design Automation Conference 2012, 585-590, 2012
212012
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
202012
Reconfigurable neuromorphic computing system with memristor-based synapse design
B Liu, Y Chen, B Wysocki, T Huang
Neural Processing Letters 41 (2), 159-167, 2015
192015
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
112014
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect
C Yang, B Liu, H Li, Y Chen, W Wen, M Barnell, Q Wu, J Rajendran
Proceedings of the 35th International Conference on Computer-Aided Design, 1-6, 2016
102016
The applications of NVM technology in hardware security
C Yang, B Liu, Y Wang, Y Chen, H Li, X Zhang, G Sun
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 311-316, 2016
102016
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
92017
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
72015
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
62016
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
52016
Eda challenges for memristor-crossbar based neuromorphic computing
B Liu, W Wen, Y Chen, X Li, CR Wu, TY Ho
Proceedings of the 25th edition on Great Lakes Symposium on VLSI, 185-188, 2015
42015
Group scissor: scaling neuromorphic computing design to big neural networks
YD Wang, W Wen, BY Liu, DM Chiarulli, HH Li
Proceedings of the 54th Annual Design Automation Conference, Austin, 2017
32017
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Articles 1–20