[FieldTrip] Necessity of "cfg.debias" in "ft_spike_xcorr " function?
Zhang Xiaoxing
zhangxiaoxing at ion.ac.cn
Tue Sep 8 10:35:56 CEST 2020
Hello everyone,
I use ft_spike_corr function in the fieldtrip package to do spike time
cross-correlation. The code runs great, I got reasonable results. Still
a detail puzzles me.
In the cfg, one of the option is cfg.debias, with default value set
to 'yes'. The in-line comment is
=========
% cfg.debias = 'yes' (default) or 'no'. If 'yes', we scale the
cross-correlogram by M/(M-abs(lags)), where M = 2*N -1 with N
=========
With typical options of maxlag=0.1, binsize=0.002, latency=1:2,
numerically, the debias option increase the x value (raw
cross-correlation count) far from center by approx. 5% and decrease the
x value in the center for approx. 5%. My question is: Why (or When) do
we need this debias? Is there some reference to this algorithm?
Thanks a lot!
--
Zhang Xiaoxing
Laboratory of Functional Neural Circuitry
Institute of Neuroscience
Center for Excellence in Brain Science and Intelligence Technology
Chinese Academy of Sciences
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