function [S,f,R,Serr]=mtspectrumtrigpb(data,E,win,params,fscorr) % Multi-taper event triggered time-frequency spectrum - binned point process % % Usage: % % [S,f,R,Serr]=mtspectrumtrigpb(data,E,win,params,fscorr) % Input: % data (single channel data) -- required % E (event times) - required % win (in the form [winl winr] i.e window around each event % required % Note that units here have % to be consistent with % units of Fs % params: structure with fields tapers, pad, Fs, fpass, err, trialave % - optional % tapers : precalculated tapers from dpss or in the one of the following % forms: % (1) A numeric vector [TW K] where TW is the % time-bandwidth product and K is the number of % tapers to be used (less than or equal to % 2TW-1). % (2) A numeric vector [W T p] where W is the % bandwidth, T is the duration of the data and p % is an integer such that 2TW-p tapers are used. In % this form there is no default i.e. to specify % the bandwidth, you have to specify T and p as % well. Note that the units of W and T have to be % consistent: if W is in Hz, T must be in seconds % and vice versa. Note that these units must also % be consistent with the units of params.Fs: W can % be in Hz if and only if params.Fs is in Hz. % The default is to use form 1 with TW=3 and K=5 % % pad (padding factor for the FFT) - optional (can take values -1,0,1,2...). % -1 corresponds to no padding, 0 corresponds to padding % to the next highest power of 2 etc. % e.g. For N = 500, if PAD = -1, we do not pad; if PAD = 0, we pad the FFT % to 512 points, if pad=1, we pad to 1024 points etc. % Defaults to 0. % Fs (sampling 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 events 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 (triggered spectrum in form frequency x events for trialave=0, % or as a function of frequency for trialave=1) % f (frequencies) % R (spike rate) % Serr (error bars) - only for err(1)>=1 if nargin < 3; error('Need data, events and window parameters'); end; if nargin < 2; params=[]; end; [tapers,pad,Fs,fpass,err,trialave,params]=getparams(params); clear tapers pad fpass trialave if nargin < 5 || isempty(fscorr); fscorr=0; end; if nargout > 3 && err(1)==0; % Cannot compute errors if err(1)=0. Need to change params and run again. error('When Serr is desired, err(1) has to be non-zero.'); end; data=change_row_to_column(data); data=createdatamatpb(data,E,Fs,win); if nargout==4; [S,f,R,Serr]=mtspectrumpb(data,params,fscorr); else [S,f,R]=mtspectrumpb(data,params,fscorr);end