Open-Source Code
Yihan Lin, Jiawei Sun, et al., “Spatiotemporal Input Control: Leveraging Temporal Variation in Network Dynamics,” in IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 4, pp. 635-651, April 2022, doi: 10.1109/JAS.2022.105455. [paper] [code]
Yihan Lin, Wei Ding, Shaohua Qiang, et al., (2021) ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks. Front. Neurosci. 15:726582. doi: 10.3389/fnins.2021.726582 [paper] [code]
Zhenzhi Wu, Hewei Zhang, Yihan, Lin. et al. LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing. 2021, IEEE Transactions on Neural Networks and Learning Systems, PP(99):1-14. [paper] [code]
Yihan Lin, Yifan Hu, Shijie Ma, Dongjie Yu and G. Li, “Rethinking Pretraining as a Bridge From ANNs to SNNs,” in IEEE Transactions on Neural Networks and Learning Systems, 2022, doi: 10.1109/TNNLS.2022.3217796. [paper] [code]
Lukai Li, Luping Shi and Rong Zhao. “A Vertical-Horizontal Integrated Neuro-Symbolic Framework Towards Artificial General Intelligence”. In: Hammer, P., Alirezaie, M., Strannegård, C. (eds) Artificial General Intelligence. AGI 2023. Lecture Notes in Computer Science, vol 13921. Springer, Cham. [paper] [code]
Fangwen Yu, Yujie Wu, Songchen Ma, Mingkun Xu, Hongyi Li, Huanyu Qu, Chenhang Song, Taoyi Wang, Rong Zhao and Luping Shi. Brain Inspired Multimodal Hybrid Neural Network for Robot Place Recognition. Science Robotics, 2023, 8(78): abm6996. [paper] [code]