Zhiheng Liao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Impulse Response

Privacy Preserving

Computing Systems

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Md. Oli-Uz-Zaman, Saleh Ahmad Khan, William Oswald, Zhiheng Liao, Jinhui Wang
Reconfigurable Mapping Algorithm based Stuck-At-Fault Mitigation in Neuromorphic Computing Systems. ACM Great Lakes Symposium on VLSI (2023)
Zhiheng Liao, Feifei Xiong, Juan Luo, Minjie Cai, Eng Siong Chng, Jinwei Feng, Xionghu Zhong
Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network. INTERSPEECH (2023)
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)
Md. Oli-Uz-Zaman, Saleh Ahmad Khan, William Oswald, Zhiheng Liao, Jinhui Wang
Stuck-at-Fault Immunity Enhancement of Memristor-Based Edge AI Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Jingyan Fu, Zhiheng Liao, Jianqing Liu, Scott C. Smith, Jinhui Wang
Memristor-Based Variation-Enabled Differentially Private Learning Systems for Edge Computing in IoT. IEEE Internet Things J. 8 (12) (2021)
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. ISQED (2021)
Zhiheng Liao, Jingyan Fu, Jinhui Wang
Ameliorate Performance of Memristor-Based ANNs in Edge Computing. IEEE Trans. Computers 70 (8) (2021)
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 (2021)
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)
Jingyan Fu, Zhiheng Liao, Jinhui Wang
Cycle-to-cycle Variation Enabled Energy Efficient Privacy Preserving Technology in ANN. SoCC (2020)
Jingyan Fu, Zhiheng Liao, Jinhui Wang
Memristor-Based Neuromorphic Hardware Improvement for Privacy-Preserving ANN. IEEE Trans. Very Large Scale Integr. Syst. 27 (12) (2019)
Jingyan Fu, Zhiheng Liao, Na Gong, Jinhui Wang
Linear Optimization for Memristive Device in Neuromorphic Hardware. ISVLSI (2019)
Jingyan Fu, Zhiheng Liao, Na Gong, Jinhui Wang
Mitigating Nonlinear Effect of Memristive Synaptic Device for Neuromorphic Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Chunsheng Guo, Ju Meng, Zhiheng Liao, Shiwei Feng, Xun Wang, Lin Luo
Influence of heat source size on thermal resistance of AlGaN/GaN HEMT. ASICON (2017)
Zhiheng Liao, Chunsheng Guo, Ju Meng, Boyang Jiang, Li Gao, Ya Su, Ruomin Wang, Shiwei Feng
Thermal evaluation of GaN-based HEMTs with various layer sizes and structural parameters using finite-element thermal simulation. Microelectron. Reliab. 74 (2017)