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)

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)

TBC-Net: A real-time detector for infrared small target detection using semantic constraint. - Mingxin Zhao; Li Cheng 005; Xu Yang 017; Peng Feng 001; Liyuan Liu; Nanjian Wu (CoRR, 2020)

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)

A Lightweight Integer-STBP On-Chip Learning Method of Spiking Neural Networks For Edge Processors. - Fuming Lei; Xu Yang 017; Jian Liu 021; Nanjian Wu; Cong Shi 003; Runjiang Dou; Liyuan Liu (ICTA, 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)

DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications. - Fuming Lei; Xu Yang 017; Jian Liu 021; Runjiang Dou; Nanjian Wu (Frontiers Comput. Neurosci., 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; 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)