CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data 事件

CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data arXiv:2604.04958v3 Announce Type: replace-cross Abstract: Recent work suggests that large-scale, multi-animal modeling can significantly improve neural recording analysis. However, for functional calcium traces, existing approaches remain task-specific, limiting transfer across common neuroscience objectives. To address this challenge, we propose \textbf{CalM}, a self-supervised neural foundation model trai