mtspectrumpb

PURPOSE ^

Multi-taper spectrum - binned point process

SYNOPSIS ^

function [S,f,R,Serr]=mtspectrumpb(data,tapers,pad,Fs,fpass,err,trialave,fscorr)

DESCRIPTION ^

 Multi-taper spectrum - binned point process

 Usage:

 [S,f,R,Serr]=mtspectrumpb(data,tapers,pad,Fs,fpass,err,trialave,fscorr)
 Input: 
       data (in form samples x channels/trials) -- required
       tapers (precalculated tapers from dpss, or in the form [NW K] e.g [3 5]) -- optional. If not 
                                                 specified, use [NW K]=[3 5]
        pad            (padding factor for the FFT) - optional. Defaults to 0.  
                       e.g. For N = 500, if PAD = 0, we pad the FFT 
                       to 512 points; if PAD = 2, we pad the FFT
                       to 2048 points, etc.
       Fs   (binning frequency) - optional. Default 1.
       fpass    (frequency band to be used in the calculation in the form
                                   [fmin fmax])- optional. 
                                   Default all frequencies between 0 and Fs/2
       err  (error calculation [1 p] - Theoretical error bars; [2 p] Jackknife error bars, 
                                   [0 p] or 0 - no error bars) - optional. Default 0.
       trialave (average over trials when 1, don't average when 0) - optional. Default 0
       fscorr   (finite size corrections, 0 (don't use finite size corrections) or 1 (use finite size corrections) - optional
                (available only for spikes). Defaults 0.
 Output:
       S       (spectrum in form frequency x channels/trials)
       f       (frequencies)
       R       (spike rate)
       Serr    (error bars)

CROSS-REFERENCE INFORMATION ^

This function calls: This function is called by:

SOURCE CODE ^

0001 function [S,f,R,Serr]=mtspectrumpb(data,tapers,pad,Fs,fpass,err,trialave,fscorr)
0002 % Multi-taper spectrum - binned point process
0003 %
0004 % Usage:
0005 %
0006 % [S,f,R,Serr]=mtspectrumpb(data,tapers,pad,Fs,fpass,err,trialave,fscorr)
0007 % Input:
0008 %       data (in form samples x channels/trials) -- required
0009 %       tapers (precalculated tapers from dpss, or in the form [NW K] e.g [3 5]) -- optional. If not
0010 %                                                 specified, use [NW K]=[3 5]
0011 %        pad            (padding factor for the FFT) - optional. Defaults to 0.
0012 %                       e.g. For N = 500, if PAD = 0, we pad the FFT
0013 %                       to 512 points; if PAD = 2, we pad the FFT
0014 %                       to 2048 points, etc.
0015 %       Fs   (binning frequency) - optional. Default 1.
0016 %       fpass    (frequency band to be used in the calculation in the form
0017 %                                   [fmin fmax])- optional.
0018 %                                   Default all frequencies between 0 and Fs/2
0019 %       err  (error calculation [1 p] - Theoretical error bars; [2 p] Jackknife error bars,
0020 %                                   [0 p] or 0 - no error bars) - optional. Default 0.
0021 %       trialave (average over trials when 1, don't average when 0) - optional. Default 0
0022 %       fscorr   (finite size corrections, 0 (don't use finite size corrections) or 1 (use finite size corrections) - optional
0023 %                (available only for spikes). Defaults 0.
0024 % Output:
0025 %       S       (spectrum in form frequency x channels/trials)
0026 %       f       (frequencies)
0027 %       R       (spike rate)
0028 %       Serr    (error bars)
0029 
0030 if nargin < 1; error('Need data'); end;
0031 if nargin < 2; tapers=[3 5]; end;
0032 if nargin < 3; pad=0;end;
0033 if nargin < 4; Fs=1; end;
0034 if nargin < 5; fpass=[0 Fs/2]; end;
0035 if nargin < 6; err=0; end;
0036 if nargin < 7; trialave=0; end;
0037 if nargin < 8; fscorr=0;end;
0038 if isempty(tapers); tapers=[3 5]; end;
0039 if isempty(pad);pad=0;end;
0040 if isempty(Fs); Fs=1; end;
0041 if isempty(fpass); fpass=[0 Fs/2]; end;
0042 if isempty(err); err=0; end;
0043 if isempty(trialave); trialave=0;end;
0044 if isempty(fscorr);fscorr=0;end;
0045 
0046 
0047 [N,C]=size(data);
0048 nfft=2^(nextpow2(N)+pad);
0049 [f,findx]=getfgrid(Fs,nfft,fpass);
0050 
0051 tapers=dpsschk(tapers,N)*sqrt(Fs); % check tapers
0052 [J,Msp,Nsp]=mtfftpb(data,tapers,nfft);  
0053 J=J(findx,:,:);
0054 S=squeeze(mean(conj(J).*J,2));
0055 if trialave; S=squeeze(mean(S,2)); Msp=mean(Msp);end;
0056 R=Msp*Fs;
0057 if nargout==4;
0058    if fscorr==1;
0059       Serr=specerr(S,J,err,trialave,Nsp);
0060    else;
0061       Serr=specerr(S,J,err,trialave);
0062    end;
0063 end;

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