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SpyKING CIRCUS 2: tuning

Setting Raise it Lower it
detect_threshold (5) fewer, larger peaks to cluster more small units, more noise peaks
min_cluster_size (20) fewer, larger clusters more small clusters (also slower)
merge_similarity (0.8) fewer merges: units split across templates stay split more merges: similar units joined
min_snr (5) only large templates are matched small units kept (more false ones)
omp_min_amplitude (0.6) only spikes close to their template’s size more small matches (and noise)
n_peaks_per_channel (5000) more peaks clustered: rare units found, slower faster, rare units missed

Check a change with the unit labels and composite score of the sorting (to_sorting_output), and against another sorter on the same recording (Benchmarks).