Spikebench: An open benchmark for spike train time-series classification
Fig 4
Spike train feature embeddings for WAKE (points marked red) vs. SLEEP (points marked blue) activity states of the neural circuit.
Two-dimensional embeddings of the (20-dimensional) selected-tsfresh-feature space using (A) unsupervised UMAP and (B) supervised UMAP embedding algorithms for spike trains corresponding to WAKE vs. SLEEP activity states.