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Lixue Xia
Lixue Xia
Alibaba Group
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Year
Technological exploration of RRAM crossbar array for matrix-vector multiplication
L Xia, P Gu, B Li, T Tang, X Yin, W Huangfu, S Yu, Y Cao, Y Wang, ...
Journal of Computer Science and Technology 31 (1), 3-19, 2016
2322016
Scaling-up resistive synaptic arrays for neuro-inspired architecture: Challenges and prospect
S Yu, PY Chen, Y Cao, L Xia, Y Wang, H Wu
2015 IEEE International Electron Devices Meeting (IEDM), 17.3. 1-17.3. 4, 2015
2132015
Binary convolutional neural network on RRAM
T Tang, L Xia, B Li, Y Wang, H Yang
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 782-787, 2017
2102017
MNSIM: Simulation platform for memristor-based neuromorphic computing system
L Xia, B Li, T Tang, P Gu, PY Chen, S Yu, Y Cao, Y Wang, Y Xie, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
1922017
Fault-tolerant training with on-line fault detection for RRAM-based neural computing systems
L Xia, M Liu, X Ning, K Chakrabarty, Y Wang
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
1582017
DAPPLE: A pipelined data parallel approach for training large models
S Fan, Y Rong, C Meng, Z Cao, S Wang, Z Zheng, C Wu, G Long, J Yang, ...
Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021
1402021
Stuck-at fault tolerance in RRAM computing systems
L Xia, W Huangfu, T Tang, X Yin, K Chakrabarty, Y Xie, Y Wang, H Yang
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017
1292017
Time: A training-in-memory architecture for memristor-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
1282017
Switched by input: Power efficient structure for RRAM-based convolutional neural network
L Xia, T Tang, W Huangfu, M Cheng, X Yin, B Li, Y Wang, H Yang
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
1202016
A 462GOPs/J RRAM-based nonvolatile intelligent processor for energy harvesting IoE system featuring nonvolatile logics and processing-in-memory
F Su, WH Chen, L Xia, CP Lo, T Tang, Z Wang, KH Hsu, M Cheng, JY Li, ...
2017 Symposium on VLSI Technology, T260-T261, 2017
1002017
Merging the interface: Power, area and accuracy co-optimization for rram crossbar-based mixed-signal computing system
B Li, L Xia, P Gu, Y Wang, H Yang
Proceedings of the 52nd annual design automation conference, 1-6, 2015
962015
A configurable multi-precision CNN computing framework based on single bit RRAM
Z Zhu, H Sun, Y Lin, G Dai, L Xia, S Han, Y Wang, H Yang
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
862019
TIME: A training-in-memory architecture for RRAM-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
712018
Low power convolutional neural networks on a chip
Y Wang, L Xia, T Tang, B Li, S Yao, M Cheng, H Yang
2016 IEEE International Symposium on Circuits and Systems (ISCAS), 129-132, 2016
652016
MNSIM 2.0: A behavior-level modeling tool for memristor-based neuromorphic computing systems
Z Zhu, H Sun, K Qiu, L Xia, G Krishnan, G Dai, D Niu, X Chen, XS Hu, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 83-88, 2020
562020
Low bit-width convolutional neural network on RRAM
Y Cai, T Tang, L Xia, B Li, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
512019
Computation-oriented fault-tolerance schemes for RRAM computing systems
W Huangfu, L Xia, M Cheng, X Yin, T Tang, B Li, K Chakrabarty, Y Xie, ...
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 794-799, 2017
512017
Long live time: improving lifetime for training-in-memory engines by structured gradient sparsification
Y Cai, Y Lin, L Xia, X Chen, S Han, Y Wang, H Yang
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
492018
Energy efficient RRAM spiking neural network for real time classification
Y Wang, T Tang, L Xia, B Li, P Gu, H Yang, H Li, Y Xie
Proceedings of the 25th edition on Great Lakes Symposium on VLSI, 189-194, 2015
492015
Fault-tolerant training enabled by on-line fault detection for RRAM-based neural computing systems
L Xia, M Liu, X Ning, K Chakrabarty, Y Wang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
482018
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