Zhiheng Liao

According to our database, Zhiheng Liao authored at least 14 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network.

Zhiheng Liao, Feifei Xiong, Juan Luo, Minjie Cai, Eng Siong Chng, Jinwei Feng, Xionghu Zhong

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Reconfigurable Mapping Algorithm based Stuck-At-Fault Mitigation in Neuromorphic Computing Systems.

Md. Oli-Uz-Zaman, Saleh Ahmad Khan, William Oswald, Zhiheng Liao, Jinhui Wang

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

2022

Stuck-at-Fault Immunity Enhancement of Memristor-Based Edge AI Systems.

Md. Oli-Uz-Zaman, Saleh Ahmad Khan, William Oswald, Zhiheng Liao, Jinhui Wang

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Reliability Improvement in RRAM-based DNN for Edge Computing.

Md. Oli-Uz-Zaman, Saleh Ahmad Khan, Geng Yuan, Yanzhi Wang, Zhiheng Liao, Jingyan Fu, Caiwen Ding, Jinhui Wang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Ameliorate Performance of Memristor-Based ANNs in Edge Computing.

Zhiheng Liao, Jingyan Fu, Jinhui Wang

IEEE Trans. Computers, 2021

Memristor-Based Variation-Enabled Differentially Private Learning Systems for Edge Computing in IoT.

Jingyan Fu, Zhiheng Liao, Jianqing Liu, Scott C. Smith, Jinhui Wang

IEEE Internet Things J., 2021

Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI.

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

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators.

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

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Cycle-to-cycle Variation Enabled Energy Efficient Privacy Preserving Technology in ANN.

Jingyan Fu, Zhiheng Liao, Jinhui Wang

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

2019

Memristor-Based Neuromorphic Hardware Improvement for Privacy-Preserving ANN.

Jingyan Fu, Zhiheng Liao, Jinhui Wang

IEEE Trans. Very Large Scale Integr. Syst., 2019

Mitigating Nonlinear Effect of Memristive Synaptic Device for Neuromorphic Computing.

Jingyan Fu, Zhiheng Liao, Na Gong, Jinhui Wang

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Linear Optimization for Memristive Device in Neuromorphic Hardware.

Jingyan Fu, Zhiheng Liao, Na Gong, Jinhui Wang

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

2017

Thermal evaluation of GaN-based HEMTs with various layer sizes and structural parameters using finite-element thermal simulation.

Zhiheng Liao, Chunsheng Guo, Ju Meng, Boyang Jiang, Li Gao, Ya Su, Ruomin Wang, Shiwei Feng

Microelectron. Reliab., 2017

Influence of heat source size on thermal resistance of AlGaN/GaN HEMT.

Chunsheng Guo, Ju Meng, Zhiheng Liao, Shiwei Feng, Xun Wang, Lin Luo

Proceedings of the 12th IEEE International Conference on ASIC, 2017