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Zhiheng Liao
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2020 – today
- 2023
- [c8]Md. Oli-Uz-Zaman
, Saleh Ahmad Khan
Reconfigurable Mapping Algorithm based Stuck-At-Fault Mitigation in Neuromorphic Computing Systems. ACM Great Lakes Symposium on VLSI 2023: 261-266 - [c7]Zhiheng Liao, Feifei Xiong, Juan Luo
Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network. INTERSPEECH 2023: 2723-2727 - 2022
- [j6]Md. Oli-Uz-Zaman, Saleh Ahmad Khan, William Oswald
Stuck-at-Fault Immunity Enhancement of Memristor-Based Edge AI Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(4): 922-933 (2022) - [c6]Md. Oli-Uz-Zaman, Saleh Ahmad Khan, Geng Yuan, Yanzhi Wang, Zhiheng Liao, Jingyan Fu, Caiwen Ding, Jinhui Wang:
Reliability Improvement in RRAM-based DNN for Edge Computing. ISCAS 2022: 581-585 - 2021
- [j5]Jingyan Fu
Memristor-Based Variation-Enabled Differentially Private Learning Systems for Edge Computing in IoT. IEEE Internet Things J. 8(12): 9672-9682 (2021) - [j4]Zhiheng Liao
Ameliorate Performance of Memristor-Based ANNs in Edge Computing. IEEE Trans. Computers 70(8): 1299-1310 (2021) - [c5]Geng Yuan, Payman Behnam, Yuxuan Cai, Ali Shafiee, Jingyan Fu, Zhiheng Liao, Zhengang Li, Xiaolong Ma, Jieren Deng, Jinhui Wang, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding:
TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators. DATE 2021: 926-931 - [c4]Geng Yuan, Zhiheng Liao, Xiaolong Ma, Yuxuan Cai, Zhenglun Kong, Xuan Shen, Jingyan Fu, Zhengang Li, Chengming Zhang, Hongwu Peng
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI. ISQED 2021: 135-141 - [i1]Geng Yuan, Zhiheng Liao, Xiaolong Ma, Yuxuan Cai, Zhenglun Kong, Xuan Shen, Jingyan Fu, Zhengang Li, Chengming Zhang, Hongwu Peng, Ning Liu, Ao Ren, Jinhui Wang, Yanzhi Wang:
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI. CoRR abs/2106.09166 (2021) - 2020
- [c3]Jingyan Fu, Zhiheng Liao, Jinhui Wang:
Cycle-to-cycle Variation Enabled Energy Efficient Privacy Preserving Technology in ANN. SoCC 2020: 66-71
2010 – 2019
- 2019
- [j3]Jingyan Fu
Mitigating Nonlinear Effect of Memristive Synaptic Device for Neuromorphic Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 377-387 (2019) - [j2]Jingyan Fu
Memristor-Based Neuromorphic Hardware Improvement for Privacy-Preserving ANN. IEEE Trans. Very Large Scale Integr. Syst. 27(12): 2745-2754 (2019) - [c2]Jingyan Fu
Linear Optimization for Memristive Device in Neuromorphic Hardware. ISVLSI 2019: 453-458 - 2017
- [j1]Zhiheng Liao
Thermal evaluation of GaN-based HEMTs with various layer sizes and structural parameters using finite-element thermal simulation. Microelectron. Reliab. 74: 52-57 (2017) - [c1]Chunsheng Guo, Ju Meng, Zhiheng Liao
Influence of heat source size on thermal resistance of AlGaN/GaN HEMT. ASICON 2017: 299-302
Coauthor Index
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