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Module correlation

Module correlation 

Source

Functionsยง

autocorrelation_time
Autocorrelation time (seconds). Integral of normalised autocorrelation until first zero crossing.
coincidence_fraction ๐Ÿ”’
coincidence_index
Coincidence index / kappa (Joris et al. 2006). Corrects raw coincidence count for expected coincidences from rate.
covariance_matrix
Spike count covariance matrix (de la Rocha et al. 2007).
cross_correlation
Cross-correlogram between two binary spike trains. Returns (correlation, lags_ms).
event_synchronization
Event synchronisation (Quian Quiroga et al. 2002). Returns synchrony score in [0, 1].
joint_psth
Joint PSTH matrix (Aertsen et al. 1989). Returns flattened nร—n outer product of mean-subtracted binned counts.
noise_correlation
Noise correlation (Averbeck & Lee 2006). Residuals after subtracting mean across neurons.
pairwise_correlation
Pairwise Pearson correlation matrix across neurons.
signal_correlation
Signal correlation (tuning similarity). Pearson correlation of mean responses.
spike_count_covariance
Windowed spike count covariance (Kohn & Smith 2005).
spike_time_tiling_coefficient
Spike Time Tiling Coefficient (Cutts & Eglen 2014).
spike_train_coherence
Magnitude-squared coherence between two binary spike trains. Returns (coherence, freqs_hz).
sttc_term ๐Ÿ”’
tile_fraction ๐Ÿ”’