spectral_connectivity.simulate#
Functions to simulate time series with known connectivity structure.
simulate_MVAR generates multivariate autoregressive (MVAR) processes with
known directed coupling. simulate_lagged_broadband generates delayed noisy
copies of one broadband source, with a known lead/lag between every pair of
signals. simulate_shared_oscillation generates one sinusoid seen by several
signals with known amplitudes and phase offsets. All return float64 NumPy
arrays with time on the first axis and signals on the last.
Functions
Simulate multivariate autoregressive (MVAR) process. |
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Noisy copies of one white-noise source, each delayed by whole samples. |
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One sinusoid seen by every signal, with per-signal amplitude and phase. |