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Classification using UMAP and kmeans

Produces a model of the relationship between an extrinisic observable signal and an intrinsic covarying spike train

Estimate the bandwidth parameter for smoothing spike-train data.

Estimate optimal bandwidth parameter for spike train smoothing using MLE leave-one-out cross-validation.

determining whether firing rate is modulated by light/dark conditions