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Liang Chang
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Year
In-memory processing paradigm for bitwise logic operations in STT-MRAM
W Kang, L Chang, Z Wang, W Zhao
2017 IEEE International Magnetics Conference (INTERMAG), 2017
1042017
A fast and energy-efficient SNN processor with adaptive clock/event-driven computation scheme and online learning
S Li, Z Zhang, R Mao, J Xiao, L Chang, J Zhou
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (4), 1543-1552, 2021
802021
4.5 BioAIP: A reconfigurable biomedical AI processor with adaptive learning for versatile intelligent health monitoring
J Liu, Z Zhu, Y Zhou, N Wang, G Dai, Q Liu, J Xiao, Y Xie, Z Zhong, H Liu, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 62-64, 2021
572021
PXNOR-BNN: In/with spin-orbit torque MRAM preset-XNOR operation-based binary neural networks
L Chang, X Ma, Z Wang, Y Zhang, Y Xie, W Zhao
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (11 …, 2019
452019
Voltage-controlled MRAM for working memory: Perspectives and challenges
W Kang, L Chang, Y Zhang, W Zhao
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
352017
ULECGNet: An ultra-lightweight end-to-end ECG classification neural network
J Xiao, J Liu, H Yang, Q Liu, N Wang, Z Zhu, Y Chen, Y Long, L Chang, ...
IEEE Journal of Biomedical and Health Informatics 26 (1), 206-217, 2021
312021
Distilling bit-level sparsity parallelism for general purpose deep learning acceleration
H Lu, L Chang, C Li, Z Zhu, S Lu, Y Liu, M Zhang
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
212021
SemiMap: A semi-folded convolution mapping for speed-overhead balance on crossbars
L Deng, L Liang, G Wang, L Chang, X Hu, X Ma, L Liu, J Pei, G Li, Y Xie
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
212018
Recent progresses in spin transfer torque-based magnetoresistive random access memory (STT-MRAM)
L Wang, Y Zhang, Z Wang, W Zhao, S Peng, L Chang
SCIENTIA SINICA Physica, Mechanica & Astronomica 46 (10), 107306, 2016
192016
Energy-efficient computing-in-memory architecture for AI processor: device, circuit, architecture perspective
L Chang, C Li, Z Zhang, J Xiao, Q Liu, Z Zhu, W Li, Z Zhu, S Yang, J Zhou
Science China Information Sciences 64 (6), 160403, 2021
182021
DASM: Data-streaming-based computing in nonvolatile memory architecture for embedded system
L Chang, X Ma, Z Wang, Y Zhang, Y Ding, W Zhao, Y Xie
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (9 …, 2019
172019
Evaluation of spin-Hall-assisted STT-MRAM for cache replacement
L Chang, Z Wang, Y Gao, W Kang, Y Zhang, W Zhao
2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2016
172016
Correlation between the Dzyaloshinskii-Moriya interaction and spin-mixing conductance at an antiferromagnet/ferromagnet interface
X Ma, G Yu, SA Razavi, L Chang, L Deng, Z Chu, C He, KL Wang, X Li
Physical Review B 98 (10), 104428, 2018
162018
Progresses and challenges of spin orbit torque driven magnetization switching and application
Z Wang, Z Li, Y Liu, S Li, L Chang, W Kang, Y Zhang, W Zhao
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
152018
PRESCOTT: Preset-based cross-point architecture for spin-orbit-torque magnetic random access memory
L Chang, Z Wang, AO Glova, J Zhao, Y Zhang, Y Xie, W Zhao
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 245-252, 2017
142017
An ultra-energy-efficient and high accuracy ECG classification processor with SNN inference assisted by on-chip ANN learning
R Mao, S Li, Z Zhang, Z Xia, J Xiao, Z Zhu, J Liu, W Shan, L Chang, ...
IEEE Transactions on Biomedical Circuits and Systems 16 (5), 832-841, 2022
122022
Pseudo-differential sensing framework for STT-MRAM: A cross-layer perspective
W Kang, L Chang, Z Wang, W Lv, G Sun, W Zhao
IEEE Transactions on Computers 66 (3), 531-544, 2016
122016
CORN: In-buffer computing for binary neural network
L Chang, X Ma, Z Wang, Y Zhang, W Zhao, Y Xie
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 384-389, 2019
112019
A fast and efficient FPGA-based level set hardware accelerator for image segmentation
Y Liu, Y Wang, L Chang, J Zhou
2020 IEEE international conference on integrated circuits, technologies and …, 2020
82020
Reconfigurable processing in memory architecture based on spin orbit torque
L Chang, Z Wang, Y Zhang, W Zhao
2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2017
82017
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