An Efficient Spiking Neural Network Accelerator with Sparse Weight. - Zilin Wang; Yi Zhong; Youming Yang 002; Xiaoxin Cui; Yuan Wang 001 (BioCAS, 2023)

A Hybrid Heterogeneous Neural Network Accelerator based on Systolic Array. - Zilin Wang; Yi Zhong; Guang Chen; Shuo Feng; Youming Yang 002; Xiaoxin Cui; Yuan Wang 001 (AICAS, 2024)

MixCIM: A Hybrid-Cell-Based Computing-in-Memory Macro with Less-Data-Movement and Activation-Memory-Reuse for Depthwise Separable Neural Networks. - Xin Qiao; Jiahao Song; Youming Yang 002; Renjie Wei; Xiyuan Tang; Meng Li 004; Runsheng Wang; Yuan Wang 001 (CICC, 2024)

30.5 A Variation-Tolerant In-eDRAM Continuous-Time Ising Machine Featuring 15-Level Coefficients and Leaked Negative-Feedback Annealing. - Jiahao Song; Zihan Wu 005; Xiyuan Tang; Bocheng Xu; Haoyang Luo; Youming Yang 002; Yuan Wang 001; Runsheng Wang; Ru Huang 001 (ISSCC, 2024)

An eDRAM-Based Computing-in-Memory Macro With Full-Valid-Storage and Channel-Wise-Parallelism for Depthwise Neural Network. - Xin Qiao; Youming Yang 002; Chang Xue; Yandong He; Xiaoxin Cui; Song Jia; Yuan Wang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

NeuroREC: A 28-nm Efficient Neuromorphic Processor for Radar Emitter Classification. - Zilin Wang; Zehong Ou; Yi Zhong; Youming Yang 002; Li Lun; Hufei Li; Jian Cao 002; Xiaoxin Cui; Song Jia; Yuan Wang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Marmotini: A Weight Density Adaptation Architecture With Hybrid Compression Method for Spiking Neural Network. - Zilin Wang; Yi Zhong; Zehong Ou; Youming Yang 002; Shuo Feng; Guang Chen; Xiaoxin Cui; Song Jia; Yuan Wang 001 (IEEE Trans. Very Large Scale Integr. Syst., 2024)

CROSSCUT: A Multi-Core Neuromorphic Accelerator Improving Resource-Utilization. - Youming Yang 002; Yi Zhong; Zilin Wang; Tao Zhang; Li Lun; Yingying Cui; Xiaoxin Cui; Song Jia; Yuan Wang 001 (ISCAS, 2025)

PAICORE: A 1.9-Million-Neuron 5.181-TSOPS/W Digital Neuromorphic Processor With Unified SNN-ANN and On-Chip Learning Paradigm. - Yi Zhong; Yisong Kuang; Kefei Liu 002; Zilin Wang; Shuo Feng; Guang Chen; Youming Yang 002; Xiuping Cui; Qiankun Wang; Jian Cao 002; Song Jia; Yun Liang 001; et al. (IEEE J. Solid State Circuits, 2025)

A Variation-Tolerant Continuous-Time Ising Machine With eDRAM-Based Spin Interaction and Leaked Negative Feedback Annealing. - Zihan Wu 005; Jiahao Song; Xiyuan Tang; Bocheng Xu; Haoyang Luo; Youming Yang 002; Runsheng Wang; Xiaochen Bo; Yuan Wang 001 (IEEE J. Solid State Circuits, 2025)

UniPRE: An SNN-ANN Accelerator With Unified Max-Pooling Prediction and Redundancy Elimination. - Tao Zhang; Yi Zhong; Youming Yang 002; Zilin Wang; Zhaotong Zhang; Yuan Wang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2025)