function [y_vec] = return_y_vec_prop(t,signal,metric,width,num_bins) %This function takes the t, signal, width of time window, and metric to use (mean or median) and returns %the vector of indices summarized for each bin using the metric %Inputs: %t - vector of timepoints %signal - vector of actual index at the values in t %metric - either 'mean' or 'median' %width - duration of time window to use, in seconds %num_bins - the number of total time windows to fill (remaining signal at %the end will be unused) %Outputs: %y_vec - signal summarized for each time window (e.g. mean of each %10 second window) y_vec = ones(num_bins,1)*NaN; %Get the label of each time point to which bin if t(1)>2 inds = ceil((t-t(1))/width); else inds = ceil(t/width); end for i = 1:num_bins chunk = real(signal(inds == i)); if strcmp(metric,'mean') y_vec(i) = nanmean(chunk); else y_vec(i) = nanmedian(chunk); end end end