Qichen Qian

Self-Supervised Foundation Model for Calcium-imaging Population Dynamics

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{C…