Logical Array and filtering erroneous points

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Andrew 2017-10-4

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关闭： Andrew 2017-10-5

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I have a many logical arrays, like the example in the image. I am using bins to extract a certain section of the data for further analysis. Around 0.2x10^4 there is a short section of points that are 1(s). If the section of 1(s) is not longer than 60 continuous 1(s), then I don't want to use that data. I have tried filters, but it does not seem to get all the points. My code is below, and very generic. Are there any ideas on how to ignore these points?

for i = 1:numel(thefiles)
    filename = thefiles(i).name;
    data{1,i} = open(filename);
    %set bins 
    N_edges =  [625 675 1100 1350 1650];
    M_edges =  [0 250 950 1600 2150 2700];
    N_bins = discretize(data{1,i}.N.signals.values,N_edges);
    M_bins = discretize(data{1,i}.M.signals.values,M_edges);
    %%Assign Bins
    idle = (N_bins ==1 & M_bins ==1);
    A25 = N_bins ==2 & M_bins ==2;
    B25 = N_bins ==3 & M_bins ==2;
    C25 = N_bins ==4 & M_bins ==2;
end