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Ph.D Students

Chaoming Fang

2021 | B.S. | Beihang University | China

    

Biography

Chaoming Fang received his B.S. degree in Instrumentation Science and Technology from Beihang University, Beijing, China, in 2021. He joined the Center of Excellence in Biomedical Research on Advanced Integrated-on-chips Neurotechnologies (CenBRAIN Neurotech), School of Engineering, Westlake University, Hangzhou, China in 2021, where he is currently pursuing his Ph.D. degree.

Research

Chaoming is interested in energy-efficient processing algorithms and machine learning accelerator VLSI design for biomedical applications. He is now working on the design for biosignals’ processor with reconfigurable on-chip learning and inference of neuromorphic computing. The purpose of his project is to achieve high adaptability to different patients and low-power consumption for real-time monitoring.

Publications

[1] C. Fang, Z. Shen, S. Zhao, C. Wang, F. Tian, J. Yang and M. Sawan, “A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array, ” IEEE Custom Integrated Circuits Conferences (CICC), 2024


[2] C. Fang, C. Wang, S. Zhao, F. Tian, J. Yang and M. Sawan, "A 510μW 0.738-mm2 6.2-pJ/SOP Online Learning Multi-Topology SNN Processor with Unified Computation Engine in 40-nm CMOS, ” IEEE Transactions on Biomedical Circuits and Systems, 2023


[3] C. Fang, F. Tian, C. Wang, J. Yang and M. Sawan, " A 217.8 MSOPs/W FPGA-based online learning SNN processor using unified event-driven structure and topology aware data reuse strategies," IEEE Asian Solid-State Circuits Conference (A-SSCC), 2022


职称 Ph.D Students 邮箱 fangchaoming@westlake.edu.cn
网址 https://scholar.google.com/citations?user=oJib2aEAAAAJ&hl=zh-CN 个人网址
工作经历 工作经历1 2021 | B.S. | Beihang University | China
工作经历2 工作经历3
工作经历4 工作经历5
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