31 lines
930 B
Matlab
31 lines
930 B
Matlab
function isicorr = isiserialcorr( isis, maxlag )
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% serial correlation of interspike intervals
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%
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% isicorr = isiserialcorr( isis, maxlag )
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% isis: vector of interspike intervals in seconds
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% maxlag: the maximum lag in seconds
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% isicorr: vector with the serial correlations for lag 0 to maxlag
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lags = 0:maxlag;
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isicorr = zeros( size( lags ) );
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for k = 1:length(lags)
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lag = lags(k);
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if length( isis ) > lag+10 % ensure "enough" data
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% DANGER: the arguments to corr must be column vectors!
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% We insure this in the isis() function that generats the isis.
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isicorr(k) = corr( isis(1:end-lag), isis(lag+1:end) );
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end
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end
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if nargout == 0
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% plot:
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plot( lags, isicorr, '-b' );
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hold on;
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scatter( lags, isicorr, 100.0, 'b', 'filled' );
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hold off;
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xlabel( 'Lag k' )
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ylabel( '\rho_k')
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end
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end
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