rmeddis@38: function pitchModel_RM rmeddis@38: % Modification of testMAP_14 to replicate the pitch model published rmeddis@38: % in JASA 2006. rmeddis@38: % rmeddis@38: % test_MAP1_14 is a general purpose test routine that can be adjusted to rmeddis@38: % test a number of different applications of MAP1_14 rmeddis@38: % rmeddis@38: % A range of options are supplied in the early part of the program rmeddis@38: % rmeddis@38: % One use of the function is to create demonstrations; filenames rmeddis@38: % to illustrate particular features rmeddis@38: % rmeddis@38: % #1 rmeddis@38: % Identify the file (in 'MAPparamsName') containing the model parameters rmeddis@38: % rmeddis@38: % #2 rmeddis@38: % Identify the kind of model required (in 'AN_spikesOrProbability'). rmeddis@38: % A full brainstem model (spikes) can be computed or a shorter model rmeddis@38: % (probability) that computes only so far as the auditory nerve rmeddis@38: % rmeddis@38: % #3 rmeddis@38: % Choose between a tone signal or file input (in 'signalType') rmeddis@38: % rmeddis@38: % #4 rmeddis@38: % Set the signal rms level (in leveldBSPL) rmeddis@38: % rmeddis@38: % #5 rmeddis@38: % Identify the channels in terms of their best frequencies in the vector rmeddis@38: % BFlist. rmeddis@38: % rmeddis@38: % Last minute changes to the parameters fetched earlier can be made using rmeddis@38: % the cell array of strings 'paramChanges'. rmeddis@38: % Each string must have the same format as the corresponding line in the rmeddis@38: % file identified in 'MAPparamsName' rmeddis@38: % rmeddis@38: % When the demonstration is satisfactory, freeze it by renaming it rmeddis@38: rmeddis@38: dbstop if error rmeddis@38: restorePath=path; rmeddis@38: addpath (['..' filesep 'MAP'], ['..' filesep 'wavFileStore'], ... rmeddis@38: ['..' filesep 'utilities']) rmeddis@38: rmeddis@38: % Pitch model modification here rmeddis@38: global ICrate % used to collect rate profile from showMAP temporary rmeddis@38: rates=[]; F0count=0; rmeddis@38: rmeddis@38: % F0s=[150 200 250]; % fundamental frequency rmeddis@38: % harmonics= 3:5; rmeddis@38: rmeddis@38: % F0s=[3000]; % fundamental frequency rmeddis@38: F0s=50:5:1000; rmeddis@38: harmonics= 1; rmeddis@38: % F0s=150; rmeddis@38: for F0=F0s rmeddis@38: F0count=F0count+1; rmeddis@38: rmeddis@38: rmeddis@38: %% #1 parameter file name rmeddis@38: MAPparamsName='Normal'; rmeddis@38: rmeddis@38: rmeddis@38: %% #2 probability (fast) or spikes (slow) representation rmeddis@38: AN_spikesOrProbability='spikes'; rmeddis@38: rmeddis@38: % or rmeddis@38: % NB probabilities are not corrected for refractory effects rmeddis@38: % AN_spikesOrProbability='probability'; rmeddis@38: rmeddis@38: rmeddis@38: %% #3 pure tone, harmonic sequence or speech file input rmeddis@38: signalType= 'tones'; rmeddis@38: sampleRate= 50000; rmeddis@38: duration=0.50; % seconds rmeddis@38: % toneFrequency= 1000; % or a pure tone (Hz8 rmeddis@38: rmeddis@38: % F0=210; rmeddis@38: toneFrequency= F0*harmonics; % harmonic sequence (Hz) rmeddis@38: rmeddis@38: rampDuration=.005; % raised cosine ramp (seconds) rmeddis@38: rmeddis@38: % or rmeddis@38: rmeddis@38: % signalType= 'file'; rmeddis@38: % fileName='twister_44kHz'; rmeddis@38: rmeddis@38: rmeddis@38: %% #4 rms level rmeddis@38: % signal details rmeddis@38: leveldBSPL= 50; % dB SPL rmeddis@38: rmeddis@38: rmeddis@38: %% #5 number of channels in the model rmeddis@38: % 21-channel model (log spacing) rmeddis@38: numChannels=21; rmeddis@38: lowestBF=250; highestBF= 8000; rmeddis@38: BFlist=round(logspace(log10(lowestBF), log10(highestBF), numChannels)); rmeddis@38: rmeddis@38: % or specify your own channel BFs rmeddis@38: % numChannels=1; rmeddis@38: BFlist=toneFrequency; rmeddis@38: % BFlist=500; rmeddis@38: rmeddis@38: rmeddis@38: %% #6 change model parameters rmeddis@38: paramChanges=[]; rmeddis@38: rmeddis@38: % or rmeddis@38: % Parameter changes can be used to change one or more model parameters rmeddis@38: % *after* the MAPparams file has been read rmeddis@38: % This example declares only one fiber type with a calcium clearance time rmeddis@38: % constant of 80e-6 s (HSR fiber) when the probability option is selected. rmeddis@38: rmeddis@38: % paramChanges={'AN_IHCsynapseParams.ANspeedUpFactor=5;', ... rmeddis@38: % 'IHCpreSynapseParams.tauCa=86e-6;'}; rmeddis@38: rmeddis@38: % paramChanges={'DRNLParams.rateToAttenuationFactorProb = 0;'}; rmeddis@38: rmeddis@38: % paramChanges={'IHCpreSynapseParams.tauCa=86e-6;', rmeddis@38: % 'AN_IHCsynapseParams.numFibers= 1000;'}; rmeddis@38: rmeddis@38: % fixed MOC attenuation(using negative factor) rmeddis@38: % paramChanges={'DRNLParams.rateToAttenuationFactorProb=-0.005;'}; rmeddis@38: rmeddis@38: % slow the CN chopping rate rmeddis@38: % paramChanges={'IHCpreSynapseParams.tauCa= 70e-6;'...' rmeddis@38: % 'MacGregorMultiParams.tauGk= [0.75e-3:.0001 : 3e-3];'... rmeddis@38: % ' MacGregorParams.dendriteLPfreq=4000;'... rmeddis@38: % 'MacGregorParams.tauGk= 1e-4;'... rmeddis@38: % 'MacGregorParams.currentPerSpike=220e-8;'... rmeddis@38: % }; rmeddis@38: paramChanges={... rmeddis@38: 'MacGregorMultiParams.currentPerSpike=25e-9;'... rmeddis@38: 'MacGregorMultiParams.tauGk= [0.1e-3:.00005 : 1e-3];'... rmeddis@38: 'MacGregorParams.currentPerSpike=40e-9;'... rmeddis@38: }; rmeddis@38: rmeddis@38: %% delare 'showMap' options to control graphical output rmeddis@38: rmeddis@38: showMapOptions.printModelParameters=0; % prints all parameters rmeddis@38: showMapOptions.showModelOutput=1; % plot of all stages rmeddis@38: showMapOptions.printFiringRates=1; % prints stage activity levels rmeddis@38: showMapOptions.showACF=0; % shows SACF (probability only) rmeddis@38: showMapOptions.showEfferent=0; % tracks of AR and MOC rmeddis@38: showMapOptions.surfProbability=0; % 2D plot of HSR response rmeddis@38: showMapOptions.surfSpikes=0; % 2D plot of spikes histogram rmeddis@38: showMapOptions.ICrates=1; % IC rates by CNtauGk rmeddis@38: rmeddis@38: % disable certain silly options rmeddis@38: if strcmp(AN_spikesOrProbability, 'spikes') rmeddis@38: % avoid nonsensical options rmeddis@38: showMapOptions.surfProbability=0; rmeddis@38: showMapOptions.showACF=0; rmeddis@38: else rmeddis@38: showMapOptions.surfSpikes=0; rmeddis@38: end rmeddis@38: if strcmp(signalType, 'file') rmeddis@38: % needed for labeling plot rmeddis@38: showMapOptions.fileName=fileName; rmeddis@38: else rmeddis@38: showMapOptions.fileName=[]; rmeddis@38: end rmeddis@38: rmeddis@38: %% Generate stimuli rmeddis@38: rmeddis@38: switch signalType rmeddis@38: case 'tones' rmeddis@38: inputSignal=createMultiTone(sampleRate, toneFrequency, ... rmeddis@38: leveldBSPL, duration, rampDuration); rmeddis@38: rmeddis@38: case 'file' rmeddis@38: %% file input simple or mixed rmeddis@38: [inputSignal sampleRate]=wavread(fileName); rmeddis@38: dt=1/sampleRate; rmeddis@38: inputSignal=inputSignal(:,1); rmeddis@38: targetRMS=20e-6*10^(leveldBSPL/20); rmeddis@38: rms=(mean(inputSignal.^2))^0.5; rmeddis@38: amp=targetRMS/rms; rmeddis@38: inputSignal=inputSignal*amp; rmeddis@38: silence= zeros(1,round(0.1/dt)); rmeddis@38: inputSignal= [silence inputSignal' silence]; rmeddis@38: end rmeddis@38: rmeddis@38: rmeddis@38: %% run the model rmeddis@38: tic rmeddis@38: rmeddis@38: fprintf('\n') rmeddis@38: disp(['Signal duration= ' num2str(length(inputSignal)/sampleRate)]) rmeddis@38: disp([num2str(numChannels) ' channel model']) rmeddis@38: disp([num2str(F0) ' F0']) rmeddis@38: disp('Computing ...') rmeddis@38: rmeddis@38: MAP1_14(inputSignal, sampleRate, BFlist, ... rmeddis@38: MAPparamsName, AN_spikesOrProbability, paramChanges); rmeddis@38: rmeddis@38: rmeddis@38: % the model run is now complete. Now display the results rmeddis@38: UTIL_showMAP(showMapOptions, paramChanges) rmeddis@38: rmeddis@38: %% pitch model Collect and analyse data rmeddis@38: % ICrate is global and computed in showMAP rmeddis@38: % a vector of 'stage4' rates; one value for each tauCNGk rmeddis@38: rates=[rates; ICrate]; rmeddis@38: figure(92), imagesc(rates) rmeddis@38: ylabel ('F0 no'), xlabel('tauGk') rmeddis@38: % figure(92), plot(rates), ylim([0 inf]) rmeddis@38: rmeddis@38: h=figure(99); CNmovie(F0count)=getframe(h); rmeddis@38: figure(91), plot(rates'),ylim([0 inf]) rmeddis@38: pause (0.1) rmeddis@38: path(restorePath) rmeddis@38: rmeddis@38: end rmeddis@38: %% show results rmeddis@38: toc rmeddis@38: figure(91), plot(F0s,rates'), xlabel('F0'), ylabel('rate'),ylim([0 inf]) rmeddis@38: % figure(99),clf,movie(CNmovie,1,4) rmeddis@38: rmeddis@38: rmeddis@38: function inputSignal=createMultiTone(sampleRate, toneFrequency, ... rmeddis@38: leveldBSPL, duration, rampDuration) rmeddis@38: % Create pure tone stimulus rmeddis@38: dt=1/sampleRate; % seconds rmeddis@38: time=dt: dt: duration; rmeddis@38: inputSignal=sum(sin(2*pi*toneFrequency'*time), 1); rmeddis@38: amp=10^(leveldBSPL/20)*28e-6; % converts to Pascals (peak) rmeddis@38: inputSignal=amp*inputSignal; rmeddis@38: rmeddis@38: % apply ramps rmeddis@38: % catch rampTime error rmeddis@38: if rampDuration>0.5*duration, rampDuration=duration/2; end rmeddis@38: rampTime=dt:dt:rampDuration; rmeddis@38: ramp=[0.5*(1+cos(2*pi*rampTime/(2*rampDuration)+pi)) ... rmeddis@38: ones(1,length(time)-length(rampTime))]; rmeddis@38: inputSignal=inputSignal.*ramp; rmeddis@38: ramp=fliplr(ramp); rmeddis@38: inputSignal=inputSignal.*ramp; rmeddis@38: rmeddis@38: % add 10 ms silence rmeddis@38: silence= zeros(1,round(0.005/dt)); rmeddis@38: inputSignal= [silence inputSignal silence]; rmeddis@38: