Extended Data Fig. 5. Performance of RADICaL and AutoLFADS in capturing the empirical PSTHs on single trials in the mouse water grab experiments.

This figure is related to Figure 3d, but compares RADICaL with AutoLFADS instead of smth-dec. Correlation coefficient r was computed between the inferred single-trial event rates and empirical PSTHs. Each point represents an individual neuron. These results demonstrate that RADICaL captures the key features of individual neurons’ responses from single-trial activity better than AutoLFADS in nearly every case.