职称

博士后

 

邮箱

liuw359@mail.sysu.edu.cn

 

学术经历

中山大学微电子学与固体电子学博士

清华大学集成电路工程硕士

武汉理工大学通信工程学士

 

荣誉和奖励

清华大学优秀硕士学位论文

清华大学LAM论文奖

 

科研项目

  1. 国家自然科学基金重点项目，片上自学习全异步类脑计算芯片关键技术研究，2024/01-2028/12，主要参与人
  2. 广东省重点领域研发计划，大规模在线学习类脑芯片架构及应用，2023/06-2026/06，主要参与人

 

学术兼职和社会服务

  1. 学术期刊审稿人
  • IEEE Transactions on Circuits and Systems II: Express Briefs
  • IEEE Transactions on Biomedical Circuits and Systems

 

 

代表性科研成果

  1. Wei Liu, Yue Liu, Zhiyi Yu and Shanlin Xiao*, "A Hybrid Stochastic-Binary Computing Batch Normalization Engine for Low-Power On-Chip Learning Spiking Neural Networks," in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025.
  2. Wei Liu, Shanlin Xiao*, Yue Liu and Zhiyi Yu*, "SC-PLR: An Approximate Spiking Neural Network Accelerator with On-Chip Predictive Learning Rule," in IEEE Transactions on Biomedical Circuits and Systems, 2024.
  3. Shanlin Xiao#, Wei Liu#, Yuhao Guo, Zhiyi Yu*, "Low-Cost Adaptive Exponential Integrate-and-Fire Neuron Using Stochastic Computing," in IEEE Transactions on Biomedical Circuits and Systems, vol. 14, no. 5, pp. 942-950, Oct. 2020.
  4. Li Bo, Yue Liu, Wei Liu, Jinghai wang, Xiao Huang, Zhiyi Yu and Shanlin Xiao*, "SCSC: Leveraging Sparsity and Fault-Tolerance for Energy-Efficient Spiking Neural Networks." Proceedings of the 30th Asia and South Pacific Design Automation Conference. 2025.

(*通讯作者、#共同第一作者)