Steel surface defect classification approach using an All-optical Neuron-based SNN with attention mechanism. - Liang Gong; Hang Dong; Xin Cheng; Zhenghui Ge; Liangchao Guo (Int. J. Intell. Comput. Cybern., 2023)

Spiking ViT: spiking neural networks with transformer - attention for steel surface defect classification. - Liang Gong; Hang Dong; Xinyu Zhang; Xin Cheng; Fan Ye; Liangchao Guo; Zhenghui Ge (J. Electronic Imaging, 2024)