function S = getGenExtPoissonTotalGating_jss(tOn,tOff,latency_,freq_,normFreqSigma_,phase_,widthSigma,rate_baseline,rate_dc_,rate_ac_,tau,kick,N,interval,dt,conn,ramp_dc_flag,ramp_ac_flag)
% 16-Feb-2016: JSS
% - added conn as connectivity input argument [num_cells x 1]
% - commented out load('sinPhases') and defined shuffled phase_ic instead
% 27-Mar-2016: JSS
% - added ramp_dc_flag to indicate smooth transition from 0 to rate_dc over tOn to tOff
% - added ramp_ac_flag to indicate smooth transition from 0 to rate_ac over tOn to tOff
if nargin<1, tOn = 0; end
if nargin<2, tOff = 0; end
if nargin<3, latency_ = 0; end
if nargin<4, freq_ = 0; end
if nargin<5, normFreqSigma_ = 0.03; end
if nargin<6, phase_ = 0; end
if nargin<7, widthSigma = 0.001; end % 0.001 represents an abrupt connectivity transition (in contrast to 0.1; it only applies to dc+ac not the baseline)
if nargin<8, rate_baseline = 0; end
if nargin<9, rate_dc_ = 0; end
if nargin<10, rate_ac_ = 0; end
if nargin<11, tau = 2; end
if nargin<12, kick = 1; end
if nargin<13, N = 100; end
if nargin<14, interval = 1000; end
if nargin<15, dt = 0.05; end
if nargin<16 || isempty(conn), conn=ones(N,1); end
if nargin<17, ramp_dc_flag=0; end
if nargin<18, ramp_ac_flag=0; end
% broadcasting sizes with respect to number of stimuli
numStim = length(tOn);
if numStim > size(freq_,1), freq = ones(numStim,1)*freq_; else, freq = freq_; end
if numStim > size(normFreqSigma_,1), normFreqSigma = ones(numStim,1)*normFreqSigma_; else, normFreqSigma = normFreqSigma_; end
if numStim > size(phase_,1), phase = ones(numStim,1)*phase_; else, phase = phase_; end
if numStim > size(rate_dc_,1), rate_dc = ones(numStim,1)*rate_dc_; else, rate_dc = rate_dc_; end
if numStim > size(rate_ac_,1), rate_ac = ones(numStim,1)*rate_ac_; else, rate_ac = rate_ac_; end
if numStim > size(latency_,1), latency = ones(numStim,1)*latency_; else, latency = latency_; end
time = 0:dt:interval;
S_ini = zeros(N,1);
S = zeros(N,length(time));
dynrate = rate_baseline*ones(N,length(time));
ratecomp = zeros(numStim,length(time));
for i = 1:numStim
timeWindow = zeros(1,length(time));
if latency(i) ~= 0
timeWindow(time >= tOn(i)) = 1;
else
timeWindow(time >= tOn(i) & time <= tOff(i)) = 1;
end
if ramp_dc_flag==0
ratecomp(i,:) = rate_dc(i);
else
ratecomp(i,timeWindow==1)=linspace(0,rate_dc(i),length(find(timeWindow==1)));
end
if freq(i)
% freq modulation
numFreqs = 1000;
if 0 % turn off noisy spectral content
step = 2*pi/numFreqs;
%Ph = load('sinPhases'); % from test.m in this directory
phase_ic = 0:step:2*pi*(1-1/numFreqs);
shuffle = randperm(length(phase_ic));
phase_ic = phase_ic(shuffle);
Ph.phase_ic=phase_ic;
% save('sinPhases','phase_ic')
freqSigma = normFreqSigma(i)*freq(i);
freqSet = -freq(i)/5:2*freq(i)/5/(numFreqs-1):freq(i)/5;
freqVar = exp(-freqSet.^2/(2*freqSigma^2));
m = sum(freqVar)/numFreqs;
sumCos = zeros(size(time));
for j = 1:numFreqs
sumCos = sumCos + freqVar(j)*cos(2*pi*freqSet(j)*time + Ph.phase_ic(j));
end
else
m=0;
sumCos = zeros(size(time));
end
if ramp_ac_flag==0
ratecomp(i,:) = ratecomp(i,:) + rate_ac(i)*sin(2*pi*freq(i)*time+m*sumCos+phase(i));
else
tmp_ac=zeros(size(time));
tmp_ac(timeWindow==1)=linspace(0,rate_ac(i),length(find(timeWindow==1)));
ratecomp(i,:) = ratecomp(i,:) + tmp_ac.*sin(2*pi*freq(i)*time+m*sumCos+phase(i));
end
end
ratecomp(i,:) = ratecomp(i,:).*timeWindow;
if latency(i) ~= 0
ratecomp(i,time>=tOn(i)) = ratecomp(i,time>=tOn(i)).*(1-exp(-(time(time>=tOn(i))-tOn(i))/latency(i)));
ratecomp(i,time>=tOff(i)) = ratecomp(i,time>=tOff(i)).*exp(-(time(time>=tOff(i))-tOff(i))/latency(i));
end
end
% x_N = ((1:N)-0.5)/N;
% x_c = 0.25; % center of first category
% conn = 1./(1+exp(-cos(2*pi*(x_N-x_c))/widthSigma));
% dynrate = dynrate + conn'*sum(ratecomp,1);
dynrate = dynrate + conn*sum(ratecomp,1);
S = nonhomPoissonGeneratorSpikeTimes(S_ini,dynrate,tau,kick,N,interval,dt);
end