annotate userProgramsTim/pitchModel_RM.m @ 38:c2204b18f4a2 tip

End nov big change
author Ray Meddis <rmeddis@essex.ac.uk>
date Mon, 28 Nov 2011 13:34:28 +0000
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rmeddis@38 1 function pitchModel_RM
rmeddis@38 2 % Modification of testMAP_14 to replicate the pitch model published
rmeddis@38 3 % in JASA 2006.
rmeddis@38 4 %
rmeddis@38 5 % test_MAP1_14 is a general purpose test routine that can be adjusted to
rmeddis@38 6 % test a number of different applications of MAP1_14
rmeddis@38 7 %
rmeddis@38 8 % A range of options are supplied in the early part of the program
rmeddis@38 9 %
rmeddis@38 10 % One use of the function is to create demonstrations; filenames <demoxx>
rmeddis@38 11 % to illustrate particular features
rmeddis@38 12 %
rmeddis@38 13 % #1
rmeddis@38 14 % Identify the file (in 'MAPparamsName') containing the model parameters
rmeddis@38 15 %
rmeddis@38 16 % #2
rmeddis@38 17 % Identify the kind of model required (in 'AN_spikesOrProbability').
rmeddis@38 18 % A full brainstem model (spikes) can be computed or a shorter model
rmeddis@38 19 % (probability) that computes only so far as the auditory nerve
rmeddis@38 20 %
rmeddis@38 21 % #3
rmeddis@38 22 % Choose between a tone signal or file input (in 'signalType')
rmeddis@38 23 %
rmeddis@38 24 % #4
rmeddis@38 25 % Set the signal rms level (in leveldBSPL)
rmeddis@38 26 %
rmeddis@38 27 % #5
rmeddis@38 28 % Identify the channels in terms of their best frequencies in the vector
rmeddis@38 29 % BFlist.
rmeddis@38 30 %
rmeddis@38 31 % Last minute changes to the parameters fetched earlier can be made using
rmeddis@38 32 % the cell array of strings 'paramChanges'.
rmeddis@38 33 % Each string must have the same format as the corresponding line in the
rmeddis@38 34 % file identified in 'MAPparamsName'
rmeddis@38 35 %
rmeddis@38 36 % When the demonstration is satisfactory, freeze it by renaming it <demoxx>
rmeddis@38 37
rmeddis@38 38 dbstop if error
rmeddis@38 39 restorePath=path;
rmeddis@38 40 addpath (['..' filesep 'MAP'], ['..' filesep 'wavFileStore'], ...
rmeddis@38 41 ['..' filesep 'utilities'])
rmeddis@38 42
rmeddis@38 43 % Pitch model modification here
rmeddis@38 44 global ICrate % used to collect rate profile from showMAP temporary
rmeddis@38 45 rates=[]; F0count=0;
rmeddis@38 46
rmeddis@38 47 % F0s=[150 200 250]; % fundamental frequency
rmeddis@38 48 % harmonics= 3:5;
rmeddis@38 49
rmeddis@38 50 % F0s=[3000]; % fundamental frequency
rmeddis@38 51 F0s=50:5:1000;
rmeddis@38 52 harmonics= 1;
rmeddis@38 53 % F0s=150;
rmeddis@38 54 for F0=F0s
rmeddis@38 55 F0count=F0count+1;
rmeddis@38 56
rmeddis@38 57
rmeddis@38 58 %% #1 parameter file name
rmeddis@38 59 MAPparamsName='Normal';
rmeddis@38 60
rmeddis@38 61
rmeddis@38 62 %% #2 probability (fast) or spikes (slow) representation
rmeddis@38 63 AN_spikesOrProbability='spikes';
rmeddis@38 64
rmeddis@38 65 % or
rmeddis@38 66 % NB probabilities are not corrected for refractory effects
rmeddis@38 67 % AN_spikesOrProbability='probability';
rmeddis@38 68
rmeddis@38 69
rmeddis@38 70 %% #3 pure tone, harmonic sequence or speech file input
rmeddis@38 71 signalType= 'tones';
rmeddis@38 72 sampleRate= 50000;
rmeddis@38 73 duration=0.50; % seconds
rmeddis@38 74 % toneFrequency= 1000; % or a pure tone (Hz8
rmeddis@38 75
rmeddis@38 76 % F0=210;
rmeddis@38 77 toneFrequency= F0*harmonics; % harmonic sequence (Hz)
rmeddis@38 78
rmeddis@38 79 rampDuration=.005; % raised cosine ramp (seconds)
rmeddis@38 80
rmeddis@38 81 % or
rmeddis@38 82
rmeddis@38 83 % signalType= 'file';
rmeddis@38 84 % fileName='twister_44kHz';
rmeddis@38 85
rmeddis@38 86
rmeddis@38 87 %% #4 rms level
rmeddis@38 88 % signal details
rmeddis@38 89 leveldBSPL= 50; % dB SPL
rmeddis@38 90
rmeddis@38 91
rmeddis@38 92 %% #5 number of channels in the model
rmeddis@38 93 % 21-channel model (log spacing)
rmeddis@38 94 numChannels=21;
rmeddis@38 95 lowestBF=250; highestBF= 8000;
rmeddis@38 96 BFlist=round(logspace(log10(lowestBF), log10(highestBF), numChannels));
rmeddis@38 97
rmeddis@38 98 % or specify your own channel BFs
rmeddis@38 99 % numChannels=1;
rmeddis@38 100 BFlist=toneFrequency;
rmeddis@38 101 % BFlist=500;
rmeddis@38 102
rmeddis@38 103
rmeddis@38 104 %% #6 change model parameters
rmeddis@38 105 paramChanges=[];
rmeddis@38 106
rmeddis@38 107 % or
rmeddis@38 108 % Parameter changes can be used to change one or more model parameters
rmeddis@38 109 % *after* the MAPparams file has been read
rmeddis@38 110 % This example declares only one fiber type with a calcium clearance time
rmeddis@38 111 % constant of 80e-6 s (HSR fiber) when the probability option is selected.
rmeddis@38 112
rmeddis@38 113 % paramChanges={'AN_IHCsynapseParams.ANspeedUpFactor=5;', ...
rmeddis@38 114 % 'IHCpreSynapseParams.tauCa=86e-6;'};
rmeddis@38 115
rmeddis@38 116 % paramChanges={'DRNLParams.rateToAttenuationFactorProb = 0;'};
rmeddis@38 117
rmeddis@38 118 % paramChanges={'IHCpreSynapseParams.tauCa=86e-6;',
rmeddis@38 119 % 'AN_IHCsynapseParams.numFibers= 1000;'};
rmeddis@38 120
rmeddis@38 121 % fixed MOC attenuation(using negative factor)
rmeddis@38 122 % paramChanges={'DRNLParams.rateToAttenuationFactorProb=-0.005;'};
rmeddis@38 123
rmeddis@38 124 % slow the CN chopping rate
rmeddis@38 125 % paramChanges={'IHCpreSynapseParams.tauCa= 70e-6;'...'
rmeddis@38 126 % 'MacGregorMultiParams.tauGk= [0.75e-3:.0001 : 3e-3];'...
rmeddis@38 127 % ' MacGregorParams.dendriteLPfreq=4000;'...
rmeddis@38 128 % 'MacGregorParams.tauGk= 1e-4;'...
rmeddis@38 129 % 'MacGregorParams.currentPerSpike=220e-8;'...
rmeddis@38 130 % };
rmeddis@38 131 paramChanges={...
rmeddis@38 132 'MacGregorMultiParams.currentPerSpike=25e-9;'...
rmeddis@38 133 'MacGregorMultiParams.tauGk= [0.1e-3:.00005 : 1e-3];'...
rmeddis@38 134 'MacGregorParams.currentPerSpike=40e-9;'...
rmeddis@38 135 };
rmeddis@38 136
rmeddis@38 137 %% delare 'showMap' options to control graphical output
rmeddis@38 138
rmeddis@38 139 showMapOptions.printModelParameters=0; % prints all parameters
rmeddis@38 140 showMapOptions.showModelOutput=1; % plot of all stages
rmeddis@38 141 showMapOptions.printFiringRates=1; % prints stage activity levels
rmeddis@38 142 showMapOptions.showACF=0; % shows SACF (probability only)
rmeddis@38 143 showMapOptions.showEfferent=0; % tracks of AR and MOC
rmeddis@38 144 showMapOptions.surfProbability=0; % 2D plot of HSR response
rmeddis@38 145 showMapOptions.surfSpikes=0; % 2D plot of spikes histogram
rmeddis@38 146 showMapOptions.ICrates=1; % IC rates by CNtauGk
rmeddis@38 147
rmeddis@38 148 % disable certain silly options
rmeddis@38 149 if strcmp(AN_spikesOrProbability, 'spikes')
rmeddis@38 150 % avoid nonsensical options
rmeddis@38 151 showMapOptions.surfProbability=0;
rmeddis@38 152 showMapOptions.showACF=0;
rmeddis@38 153 else
rmeddis@38 154 showMapOptions.surfSpikes=0;
rmeddis@38 155 end
rmeddis@38 156 if strcmp(signalType, 'file')
rmeddis@38 157 % needed for labeling plot
rmeddis@38 158 showMapOptions.fileName=fileName;
rmeddis@38 159 else
rmeddis@38 160 showMapOptions.fileName=[];
rmeddis@38 161 end
rmeddis@38 162
rmeddis@38 163 %% Generate stimuli
rmeddis@38 164
rmeddis@38 165 switch signalType
rmeddis@38 166 case 'tones'
rmeddis@38 167 inputSignal=createMultiTone(sampleRate, toneFrequency, ...
rmeddis@38 168 leveldBSPL, duration, rampDuration);
rmeddis@38 169
rmeddis@38 170 case 'file'
rmeddis@38 171 %% file input simple or mixed
rmeddis@38 172 [inputSignal sampleRate]=wavread(fileName);
rmeddis@38 173 dt=1/sampleRate;
rmeddis@38 174 inputSignal=inputSignal(:,1);
rmeddis@38 175 targetRMS=20e-6*10^(leveldBSPL/20);
rmeddis@38 176 rms=(mean(inputSignal.^2))^0.5;
rmeddis@38 177 amp=targetRMS/rms;
rmeddis@38 178 inputSignal=inputSignal*amp;
rmeddis@38 179 silence= zeros(1,round(0.1/dt));
rmeddis@38 180 inputSignal= [silence inputSignal' silence];
rmeddis@38 181 end
rmeddis@38 182
rmeddis@38 183
rmeddis@38 184 %% run the model
rmeddis@38 185 tic
rmeddis@38 186
rmeddis@38 187 fprintf('\n')
rmeddis@38 188 disp(['Signal duration= ' num2str(length(inputSignal)/sampleRate)])
rmeddis@38 189 disp([num2str(numChannels) ' channel model'])
rmeddis@38 190 disp([num2str(F0) ' F0'])
rmeddis@38 191 disp('Computing ...')
rmeddis@38 192
rmeddis@38 193 MAP1_14(inputSignal, sampleRate, BFlist, ...
rmeddis@38 194 MAPparamsName, AN_spikesOrProbability, paramChanges);
rmeddis@38 195
rmeddis@38 196
rmeddis@38 197 % the model run is now complete. Now display the results
rmeddis@38 198 UTIL_showMAP(showMapOptions, paramChanges)
rmeddis@38 199
rmeddis@38 200 %% pitch model Collect and analyse data
rmeddis@38 201 % ICrate is global and computed in showMAP
rmeddis@38 202 % a vector of 'stage4' rates; one value for each tauCNGk
rmeddis@38 203 rates=[rates; ICrate];
rmeddis@38 204 figure(92), imagesc(rates)
rmeddis@38 205 ylabel ('F0 no'), xlabel('tauGk')
rmeddis@38 206 % figure(92), plot(rates), ylim([0 inf])
rmeddis@38 207
rmeddis@38 208 h=figure(99); CNmovie(F0count)=getframe(h);
rmeddis@38 209 figure(91), plot(rates'),ylim([0 inf])
rmeddis@38 210 pause (0.1)
rmeddis@38 211 path(restorePath)
rmeddis@38 212
rmeddis@38 213 end
rmeddis@38 214 %% show results
rmeddis@38 215 toc
rmeddis@38 216 figure(91), plot(F0s,rates'), xlabel('F0'), ylabel('rate'),ylim([0 inf])
rmeddis@38 217 % figure(99),clf,movie(CNmovie,1,4)
rmeddis@38 218
rmeddis@38 219
rmeddis@38 220 function inputSignal=createMultiTone(sampleRate, toneFrequency, ...
rmeddis@38 221 leveldBSPL, duration, rampDuration)
rmeddis@38 222 % Create pure tone stimulus
rmeddis@38 223 dt=1/sampleRate; % seconds
rmeddis@38 224 time=dt: dt: duration;
rmeddis@38 225 inputSignal=sum(sin(2*pi*toneFrequency'*time), 1);
rmeddis@38 226 amp=10^(leveldBSPL/20)*28e-6; % converts to Pascals (peak)
rmeddis@38 227 inputSignal=amp*inputSignal;
rmeddis@38 228
rmeddis@38 229 % apply ramps
rmeddis@38 230 % catch rampTime error
rmeddis@38 231 if rampDuration>0.5*duration, rampDuration=duration/2; end
rmeddis@38 232 rampTime=dt:dt:rampDuration;
rmeddis@38 233 ramp=[0.5*(1+cos(2*pi*rampTime/(2*rampDuration)+pi)) ...
rmeddis@38 234 ones(1,length(time)-length(rampTime))];
rmeddis@38 235 inputSignal=inputSignal.*ramp;
rmeddis@38 236 ramp=fliplr(ramp);
rmeddis@38 237 inputSignal=inputSignal.*ramp;
rmeddis@38 238
rmeddis@38 239 % add 10 ms silence
rmeddis@38 240 silence= zeros(1,round(0.005/dt));
rmeddis@38 241 inputSignal= [silence inputSignal silence];
rmeddis@38 242