Efficient Reservoir Encoding Method for Near-Sensor Classification with Rate-Coding Based Spiking Convolutional Neural Networks. - Xu Yang 017; Shuangming Yu; Liyuan Liu; Jian Liu 021; Nanjian Wu (ISNN (2), 2019)

A Method of Estimating FD Capacitance with Large Size Photodiode in High Speed Imaging (Invited Paper). - Chao Gu; Zhenhua Guo; Shuangming Yu; Liyuan Liu; Jian Liu 021; Peng Feng 001; Nanjian Wu (ICTA, 2020)

A Compact On-chip Analog Memory Cell for Storing TOF Image Signal in CMOS Process. - Zhenhua Guo; Chao Gu; Shuangming Yu; Liyuan Liu; Jian Liu 021; Peng Feng 001; Nanjian Wu (ICTA, 2020)

A 28GBaud High-Swing Linear Mach-Zehnder Modulators Driver for PAM-4 and Coherent Optical Communications. - Kai Hao; Jian He; Leliang Li; Shuangming Yu; Liyuan Liu; Jian Liu 021; Ningmei Yu; Nanjian Wu; Nan Qi (ICTA, 2020)

A High-Speed Parallel FPGA Implementation of Harris Corner Detection. - Hongtao Zhou; Runjiang Dou; Shuangming Yu; Nan Qi; Jian Liu 021; Nanjian Wu; Liyuan Liu (ICTA, 2020)

A verification method for array-based vision chip using a fixed-point neural network simulation tool. - Mingxin Zhao; Xuemin Zheng; Ke Ning; Chunhe Yao; Qian Luo; Shuangming Yu; Liyuan Liu; Nanjian Wu (LASCAS, 2020)

Deterministic conversion rule for CNNs to efficient spiking convolutional neural networks. - Xu Yang 017; Zhongxing Zhang; Wenping Zhu; Shuangming Yu; Liyuan Liu; Nanjian Wu (Sci. China Inf. Sci., 2020)

Quantizing Oriented Object Detection Network via Outlier-Aware Quantization and IoU Approximation. - Mingxin Zhao; Ke Ning; Shuangming Yu; Liyuan Liu; Nanjian Wu (IEEE Signal Process. Lett., 2020)

A Compact High-Quality Image Demosaicking Neural Network for Edge-Computing Devices. - Shuyu Wang; Mingxin Zhao; Runjiang Dou; Shuangming Yu; Liyuan Liu; Nanjian Wu (Sensors, 2021)

MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks. - Tengxiao Wang; Haibing Wang; Junxian He; Zhengqing Zhong; Fang Tang; Xichuan Zhou; Shuangming Yu; Liyuan Liu; Nanjian Wu; Min Tian; Cong Shi 003 (BioCAS, 2022)

Floorplanning and Power/Ground Network Design for A Programmable Vision Chip. - Haozhe Xu; Siyuan Wei; Nan Qi; Peng Wu; Jian Liu 021; Nanjian Wu; Liyuan Liu; Shuangming Yu (ICTA, 2022)

A 1000 fps Spiking Neural Network Tracking Algorithm for On-Chip Processing of Dynamic Vision Sensor Data. - Chi Zhang; Lei Kang; Xu Yang 017; Guanghao Guo; Peng Feng 001; Shuangming Yu; Liyuan Liu (ICTA, 2022)

SiamMixer: A Lightweight and Hardware-Friendly Visual Object-Tracking Network. - Li Cheng 005; Xuemin Zheng; Mingxin Zhao; Runjiang Dou; Shuangming Yu; Nanjian Wu; Liyuan Liu (Sensors, 2022)

A Programmable and Flexible Vision Processor. - Qian Luo; Chunhe Yao; Ke Ning; Xuemin Zheng; Mingxin Zhao; Li Cheng 005; Shuangming Yu; Jian Liu 021; Nanjian Wu; Liyuan Liu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

A High-Speed NMS Coprocessor for Lightweight Ship Detection Algorithm. - Ke Ning; Mingxin Zhao; Chunhe Yao; Xuemin Zheng; Mengmeng Xu; Nanjian Wu; Liyuan Liu; Shuangming Yu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

ViP: A Hierarchical Parallel Vision Processor for Hybrid Vision Chip. - Xuemin Zheng; Li Cheng 005; Mingxin Zhao; Qian Luo; Honglong Li; Runjiang Dou; Shuangming Yu; Nanjian Wu; Liyuan Liu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Exploring Structural Sparsity in CNN via Selective Penalty. - Mingxin Zhao; Junbo Peng; Shuangming Yu; Liyuan Liu; Nanjian Wu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Live Demonstration: Face Recognition at The Edge Using Fast On-Chip Deep Learning Neuromorphic Chip. - Zhengqing Zhong; Tengxiao Wang; Haibing Wang; Zhihua Zhou; Junxian He; Fang Tang; Xichuan Zhou; Shuangming Yu; Liyuan Liu; Nanjian Wu; Min Tian; Cong Shi 003 (AICAS, 2023)

MorphBungee: A 65nm 7.2mm2 27μJ/image Digital Edge Neuromorphic Chip with On-Chip 802 Frame/s Multi-Layer Spiking Neural Network Learning. - Tengxiao Wang; Min Tian; Zhengqing Zhong; Haibing Wang; Junxian He; Fang Tang; Xichuan Zhou; Shuangming Yu; Nanjian Wu; Liyuan Liu; Cong Shi 003 (A-SSCC, 2023)

A 0.0035-mm2 0.42-pJ/bit 8-32-Gb/s Reference-Less CDR Incorporating Adaptively-Biased ChargeSharing Integrator, Alexander PFD, and 1-Tap DFE. - Zhaoyu Zhang; Zhao Zhang 004; Yong Chen 005; Guoqing Wang; Xinyu Shen; Nan Qi; Guike Li; Shuangming Yu; Jian Liu 021; Nanjian Wu; Liyuan Liu (ESSCIRC, 2023)

A 128×128 15µm-Pitch DROIC with Pixel-Level 14-Bit ADC. - Huanhui Zhang; Xu Yang 017; Zhe Wang; Shuangming Yu; Peng Feng 001; Jian Liu 021; Nanjian Wu; Runjiang Dou; Liyuan Liu (ICTA, 2023)

A 24.3 μJ/Image SNN Accelerator for DVS-Gesture With WS-LOS Dataflow and Sparse Methods. - Lei Kang; Xu Yang 017; Chi Zhang; Shuangming Yu; Runjiang Dou; Wenchang Li; Cong Shi 003; Jian Liu 021; Nanjian Wu; Liyuan Liu (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

A 75.6Gb/S 22-Bit Floating-Point Reconfigurable DSP Accelerator Embedding 2048×256-Point Complex FFT and 26K-Point 1-D Signal Processing. - Xuanzhe Xu; Xianjun Liu; Siyuan Wei; Shuangming Yu; Runjiang Dou; Xu Yang 017; Zhe Wang; Jian Liu 021; Nanjian Wu; Liyuan Liu (A-SSCC, 2024)

Edge-type High-speed Intelligent Infrared Pre-processor. - Yuxiao Wen; Runjiang Dou; Yongchao Deng; Chi Zhang; Huanhui Zhang; Shuangming Yu; Jian Liu 021; Nanjian Wu; Liyuan Liu (ICTA, 2024)

A Real-Time 2D/3D Perception Visual Vector Processor for 1920 × 1080 High-Resolution High-Speed Intelligent Vision Chips. - Siyuan Wei; Ke Ning; Lei Kang; Xuemin Zheng; Mingxin Zhao; Mengmeng Xu; Shuyu Wang; Xuanzhe Xu; Runjiang Dou; Shuangming Yu; Xu Yang 017; Jian Liu 021; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Bio-Inspired Spiking Vision Chip Based on SPAD Imaging and Direct Spike Computing for Versatile Edge Vision. - Xu Yang 017; Chunhe Yao; Lei Kang; Qian Luo; Nan Qi; Runjiang Dou; Shuangming Yu; Peng Feng 001; Zhongming Wei; Jian Liu 021; Kaiyou Wang; Nanjian Wu; et al. (IEEE J. Solid State Circuits, 2024)

A 64 × 128 3D-Stacked SPAD Image Sensor for Low-Light Imaging. - Zhe Wang; Xu Yang 017; Na Tian; Min Liu 021; Ziteng Cai; Peng Feng 001; Runjiang Dou; Shuangming Yu; Nanjian Wu; Jian Liu 021; Liyuan Liu (Sensors, 2024)

ISQ: Intermediate-Value Slip Quantization for Accumulator-Aware Training. - Chi Zhang; Xu Yang 017; Shuangming Yu; Runjiang Dou; Liyuan Liu (IEEE Signal Process. Lett., 2025)

MorphBungee: A 65-nm 7.2-mm2 27-µJ/Image Digital Edge Neuromorphic Chip With on-Chip 802-Frame/s Multi-Layer Spiking Neural Network Learning. - Tengxiao Wang; Min Tian; Haibing Wang; Zhengqing Zhong; Junxian He; Fang Tang; Xichuan Zhou; Yingcheng Lin; Shuangming Yu; Liyuan Liu; Cong Shi 003 (IEEE Trans. Biomed. Circuits Syst., 2025)