Publications

Found 546 results
Type [ Year(Asc)]
2018
I Bayram, and Y Chen. "NV-TCAM: Alternative designs with NVM devices." Integration, the Vlsi Journal 62 (2018): 114-122.
F Chen, Z Li, W Kang, W Zhao, H Li, and Y Chen. "Process variation aware data management for magnetic skyrmions racetrack memory." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 221-226. Vol. 2018-January. 2018.
H Jiang, K Yamada, Z Ren, T Kwok, F Luo, Q Yang, X Zhang, JJ Yang, Q Xia, Y Chen et al. "Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
Q Yang, H Li, and Q Wu. "A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
P Wang, S Li, G Sun, X Wang, Y Chen, H Li, J Cong, N Xiao, and T Zhang. "RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases." In Proceedings International Symposium on High Performance Computer Architecture, 518-530. Vol. 2018-February. 2018.
H Ji, L Song, L Jiang, HH Li, and Y Chen. "Recom: An efficient resistive accelerator for compressed deep neural networks." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 237-240. Vol. 2018-January. 2018.
F Chen, L Song, and Y Chen. "ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 178-183. Vol. 2018-January. 2018.
B Li, L Song, F Chen, X Qian, Y Chen, and H Li. "ReRAM-based accelerator for deep learning." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 815-820. Vol. 2018-January. 2018.
Z Xie, YH Huang, GQ Fang, H Ren, SY Fang, Y Chen, and J Hu. "RouteNet: Routability prediction for mixed-size designs using convolutional neural network." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
B Li, W Wen, J Mao, S Li, Y Chen, and HH Li. "Running sparse and low-precision neural network: When algorithm meets hardware." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 534-539. Vol. 2018-January. 2018.
W Fu, J Yang, P Dai, Y Chen, and W Zhao. "A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform." In Proceedings 2018 International Conference on Field Programmable Technology, Fpt 2018, 349-352. 2018.
D Wang, L Ma, M Zhang, J An, HH Li, and Y Chen. "Shift-Optimized Energy-Efficient Racetrack-Based Main Memory." Journal of Circuits, Systems and Computers 27, no. 05 (2018): 1850081.
S Yu, C Liu, W Wen, and Y Chen. "Special session on reliability and vulnerability of neuromorphic computing systems." In Proceedings of the Ieee Vlsi Test Symposium. Vol. 2018-April. 2018.
X Jia, J Yang, Z Wang, Y Chen, HH Li, and W Zhao. "Spintronics based stochastic computing for efficient Bayesian inference system." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 580-585. Vol. 2018-January. 2018.
KW Nixon, J Mao, J Shen, H Yang, HH Li, and Y Chen. "SPN dash: Fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
K Gauen, R Dailey, YH Lu, E Park, W Liu, AC Berg, and Y Chen. "Three years of low-power image recognition challenge: Introduction to special session." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 700-703. Vol. 2018-January. 2018.
Z Liu, M Mao, T Liu, X Wang, W Wen, Y Chen, H Li, D Wang, Y Pei, and N Ge. "TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 10 (2018): 1985-1998.
B Yan, C Liu, X Liu, Y Chen, and H Li. "Understanding the trade-offs of device, circuit and application in ReRAM-based neuromorphic computing systems." In Technical Digest International Electron Devices Meeting, Iedm, 11.4.1-11.4.4. 2018.
2017
L Chen, J Li, Y Chen, Q Deng, J Shen, X Liang, and L Jiang. "Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar." In Proceedings of the 2017 Design, Automation and Test in Europe, Date 2017, 19-24. 2017.
J Mao, Z Qin, Z Xu, KW Nixon, X Chen, H Li, and Y Chen. "AdaLearner: An adaptive distributed mobile learning system for neural networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 291-296. Vol. 2017-November. 2017.
L Chen, Z Liu, C Li, J Wu, J Chen, and Y Chen. "Behaviors of multi-dimensional forgetting memristor models." In Proceedings Iecon 2017 43rd Annual Conference of the Ieee Industrial Electronics Society, 7417-7421. Vol. 2017-January. 2017.
C Liu, F Liu, and H Li. "Brain-inspired computing accelerated by memristor technology." In Proceedings of the 4th Acm International Conference on Nanoscale Computing and Communication, Nanocom 2017. 2017.
Y Wang, W Wen, L Song, and H Li. "Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 776-781. 2017.
B Yan, J Yang, Q Wu, Y Chen, and H Li. "A closed-loop design to enhance weight stability of memristor based neural network chips." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 541-548. Vol. 2017-November. 2017.
C Wu, W Wen, T Afzal, Y Zhang, Y Chen, and HH Li. "A compact DNN: Approaching GoogLeNet-level accuracy of classification and domain adaptation." In Proceedings 30th Ieee Conference on Computer Vision and Pattern Recognition, Cvpr 2017, 761-770. Vol. 2017-January. 2017.

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