Preprint Open access
SpikeSSL: A Universal Spike Inference Framework with Dynamics-Informed State-Space Layers
Two-photon calcium imaging is a standard tool for recording large neural populations in vivo, yet inferring spikes accurately across the growing diversity of calcium indicators remains an open problem. Existing supervised methods achieve reasonable in-domain accuracy but generalize poorly to unseen indicators, because …