@article{cognisnnafirstexplorationtorandomgraph, title = {CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity}, author = {Yongsheng Huang and Peibo Duan and Zhipeng Liu and Kai Sun and Changsheng Zhang and Bin Zhang and Mingkun Xu}, year = {2025}, eprint = {2505.05992}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.05992v1}, }