Yufei Ma

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Sci. China Inf. Sci.

Publications

Ying Liu, Yufei Ma, Ninghui Shang, Tianhao Zhao, Peiyu Chen, Meng Wu, Jiayoon Ru, Tianyu Jia, Le Ye, Zhixuan Wang, Ru Huang
30.2 A 22nm 0.26nW/Synapse Spike-Driven Spiking Neural Network Processing Unit Using Time-Step-First Dataflow and Sparsity-Adaptive In-Memory Computing. ISSCC (2024)
Yikan Qiu, Yufei Ma, Meng Wu, Yifan Jia, Xinyu Qu, Zecheng Zhou, Jincheng Lou, Tianyu Jia, Le Ye, Ru Huang
Quartet: A 22nm 0.09mJ/lnference Digital Compute-in-Memory Versatile AI Accelerator with Heterogeneous Tensor Engines and Off-Chip-Less Dataflow. CICC (2024)
Ying Liu, Zhiyuan Chen, Wentao Zhao, Tianhao Zhao, Tianyu Jia, Zhixuan Wang, Ru Huang, Le Ye, Yufei Ma
Sparsity-Aware In-Memory Neuromorphic Computing Unit With Configurable Topology of Hybrid Spiking and Artificial Neural Network. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Meng Wu, Wenjie Ren, Peiyu Chen, Wentao Zhao, Yiqi Jing, Jiayoon Ru, Zhixuan Wang, Yufei Ma, Ru Huang, Tianyu Jia, Le Ye
S2D-CIM: A 22nm 128Kb Systolic Digital Compute-in-Memory Macro with Domino Data Path for Flexible Vector Operation and 2-D Weight Update in Edge AI Applications. CICC (2024)
Yufei Ma, Yikan Qiu, Wentao Zhao, Guoxiang Li, Meng Wu, Tianyu Jia, Le Ye, Ru Huang
DCIM-GCN: Digital Computing-in-Memory Accelerator for Graph Convolutional Network. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Ying Liu, Zhiyuan Chenl, Zhixuan Wang, Wentao Zhao, Wei He, Jianfeng Zhu, Oijun Wang, Ning Zhang, Tianyu Jia, Yufei Ma, Le Ye, Ru Huang
A A 22nm 0.43pJ/SOP Sparsity-Aware In-Memory Neuromorphic Computing System with Hybrid Spiking and Artificial Neural Network and Configurable Topology. CICC (2023)
Le Ye, Zhixuan Wang, Tianyu Jia, Yufei Ma, Linxiao Shen, Yihan Zhang, Heyi Li, Peiyu Chen, Meng Wu, Ying Liu, Yiqi Jing, Hao Zhang, Ru Huang
Research progress on low-power artificial intelligence of things (AIoT) chip design. Sci. China Inf. Sci. 66 (10) (2023)
Peiyu Chen, Meng Wu, Wentao Zhao, Jiajia Cui, Zhixuan Wang, Yadong Zhang, Qijun Wang, Jiayoon Ru, Linxiao Shen, Tianyu Jia, Yufei Ma, Le Ye, Ru Huang
A 22nm Delta-Sigma Computing-In-Memory (Δ∑CIM) SRAM Macro with Near-Zero-Mean Outputs and LSB-First ADCs Achieving 21.38TOPS/W for 8b-MAC Edge AI Processing. ISSCC (2023)
Yiqi Jing, Yiyang Sun, Xiao Wang, Wentao Zhao, Meng Wu, Fengyun Yan, Yufei Ma, Le Ye, Tianyu Jia
DCIM-3DRec: A 3D Reconstruction Accelerator with Digital Computing-in-Memory and Octree-Based Scheduler. ISLPED (2023)
Ying Liu, Yufei Ma, Wei He, Zhixuan Wang, Linxiao Shen, Jiayoon Ru, Ru Huang, Le Ye
An 82-nW 0.53-pJ/SOP Clock-Free Spiking Neural Network With 40-μs Latency for AIoT Wake-Up Functions Using a Multilevel-Event-Driven Bionic Architecture and Computing-in-Memory Technique. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (8) (2023)
Yanchi Dong, Tianyu Jia, Kaixuan Du, Yiqi Jing, Qijun Wang, Pixian Zhan, Yadong Zhang, Fengyun Yan, Yufei Ma, Yun Liang, Le Ye, Ru Huang
A Model-Specific End-to-End Design Methodology for Resource-Constrained TinyML Hardware. DAC (2023)
Peiyu Chen, Meng Wu, Yufei Ma, Le Ye, Ru Huang
RIMAC: An Array-Level ADC/DAC-Free ReRAM-Based in-Memory DNN Processor with Analog Cache and Computation. ASP-DAC (2023)
Xiao Wu, Yufei Ma, Meiqi Wang, Zhongfeng Wang
A Flexible and Efficient FPGA Accelerator for Various Large-Scale and Lightweight CNNs. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (3) (2022)
Yikan Qiu, Yufei Ma, Wentao Zhao, Meng Wu, Le Ye, Ru Huang
DCIM-GCN: Digital Computing-in-Memory to Efficiently Accelerate Graph Convolutional Networks. ICCAD (2022)
Zhiyuan Chen, Yufei Ma, Zhongfeng Wang
Hybrid Stochastic-Binary Computing for Low-Latency and High-Precision Inference of CNNs. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (7) (2022)