txy.pro

NAME:
TXY

PURPOSE:
Compute the synchronziation measure T(x|y).
For details of the measure, please see
M. A. Kramer, E. Edwards, M. Soltani, M. S. Berger, R. T. Knight and A. J. Szeri
"Synchronization measures of bursting data: Application to the electrocorticogram of an auditory event-related experiment."
Physical Review E , 70: 011914 (2004).

CALLING SEQUENCE:
res = txy(ensemble_1, ensemble_2, embedding_dimension, delay_time, eps_radius_factor)

INPUTS:
ensemble_1: An array constituting the first ensemble of time series, e.g. s[# of ensemble members, length of each ensemble member].
ensemble_2: An array constituting the second ensemble of time series, e.g., r[# of ensemble member, length of each ensemble member].
embedding_dimension: An integer specifying the embedding dimension for the data.
delay_time: An integer specifying the delay time [in indices!!] for the data.
eps_radius_factor: The amount by which to scale the epsilon neighborhood of a point.

DEPENDENT ROUTINES:
embed_data.pro --> embed an ensemble of data given the embedding dimension and delay time.

EXAMPLE:
Please see the file txy_example.pro.

MODIFICATION HISTORY:
MAK (BU). November 29, 2006.