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Topic: temporal stripes

ePoster
1 ePoster

In Biology and Biostatistics

ePoster · Statistics

Enhancing the power of higher order statistics by temporal stripe preselection

Gaby Schneider, Hendrik Backhaus, Dirk Cleppien, Albrecht Stroh · Bernstein Conference 2024

The analysis of neuronal ensembles often suffers from low spiking activity. As statistical analysis relies on sufficiently large samples, rare joint events in neuronal ensembles usually fail to reach statistical significance. We show that statistical power can be enhanced considerably by careful preselection of specific, separated temporal stripes distributed throughout the whole time series in which spiking is more likely to occur. In a data set of two-photon calcium imaging from the visual cortex of mice (Cleppien et al., 2024+), we identified short temporal stripes of interest from the un