function analyze_history_dependence(pscmat,critz,array_of_charges,trialcount_mat,livetrials_preinduc,livetrials_postinduc,waveform_matrix,casecolor,current_expt,number_of_APs,patchtitle) %designed for testing the hypothesis that the nth PSC in a train is influenced by IPIs earlier than IPIn-1 (the effect of IPIn on the nth PSC being STSD) %called by analyze_across_sd_stdp_expts, calls agresti_coull_binomial_confidence_interval, generalized_rung_plotter... livetrials=livetrials_preinduc; label_addendum='preinduction'; alpha_type=50; %the duration in ms of the IPI in question -- for 3 pulse trains, IPIa, for 4 pulse trains, IPIb beta_type=400; %duration of the second group of IPIs linewidth=1; plot_waveforms=1; plot_colorbars=0; if number_of_APs==3, keyIPIrow=1;elseif number_of_APs==4,keyIPIrow=2;end liveIPIs=pscmat(keyIPIrow,livetrials) livewaveforms=waveform_matrix(:,livetrials); livewaveforms_typealpha=livewaveforms(:,find(liveIPIs==alpha_type))'; livewaveforms_typebeta=livewaveforms(:,find(liveIPIs==beta_type))'; livecritz=critz(end,livetrials); livecritz_typealpha=livecritz(find(liveIPIs==alpha_type)); livecritz_typebeta=livecritz(find(liveIPIs==beta_type)); livecharges=array_of_charges(end,livetrials); livecharges_typealpha=livecharges(find(liveIPIs==alpha_type)); livecharges_typebeta=livecharges(find(liveIPIs==beta_type)); livepscs=pscmat(end,livetrials); livepscs_typealpha=livepscs(find(liveIPIs==alpha_type)); livepscs_typebeta=livepscs(find(liveIPIs==beta_type)); figure(100+current_expt), hold on,title(patchtitle) cumulative_histogram(livecharges_typealpha,'c') cumulative_histogram(livecharges_typebeta,'m:') if any(~isnan(livecharges_typealpha))&&any(~isnan(livecharges_typebeta)),[h,p]=kstest2(livecharges_typealpha,livecharges_typebeta);else p='none';end ylabel(strcat('KS p:',num2str(p))),xlabel(strcat('Final charge,',num2str(alpha_type),'versus',num2str(beta_type),label_addendum)) figure(200+current_expt),hold on, title(patchtitle) cumulative_histogram(livepscs_typealpha,'c') cumulative_histogram(livepscs_typebeta,'m:') if any(~isnan(livepscs_typealpha))&&any(~isnan(livepscs_typebeta)),[h,p]=kstest2(livepscs_typealpha,livepscs_typebeta);else p='none';end ylabel(strcat('KS p:',num2str(p))),xlabel(strcat('Final PSC,',num2str(alpha_type),'versus',num2str(beta_type),label_addendum)) figure(300+current_expt),hold on, title(patchtitle) alpha_succ_count=length(find(livecritz_typealpha)); alpha_length=length(livecritz_typealpha); beta_succ_count=length(find(livecritz_typebeta)); beta_length=length(livecritz_typebeta); prop_alpha_succ=alpha_succ_count/alpha_length;prop_beta_succ=beta_succ_count/beta_length; [upperlimalpha,lowerlimalpha]=agresti_coull_binomial_confidence_interval(alpha_succ_count,alpha_length); [upperlimbeta,lowerlimbeta]=agresti_coull_binomial_confidence_interval(beta_succ_count,beta_length); generalized_rung_plotter([prop_alpha_succ prop_beta_succ],[upperlimalpha upperlimbeta],[lowerlimalpha lowerlimbeta],[.2 1 .2],0) xlabel(strcat('HD of Pr,',num2str(alpha_type),'versus',num2str(beta_type),label_addendum)) if plot_waveforms clr=colormap(jet(length(livetrials)));clr_alpha=clr(find(liveIPIs==alpha_type),:);clr_beta=clr(find(liveIPIs==beta_type),:); figure(400+current_expt),title(patchtitle),subplot(10,10,[1:80]),hold on for alphaz=1:size(livewaveforms_typealpha,1),plot(livewaveforms_typealpha(alphaz,:),'color',clr_alpha(alphaz,:),'linewidth',linewidth),end if plot_colorbars,subplot(10,10,[91:100]),imagesc([1:length(livetrials)]),set(gca,'xtick',[]),end figure(500+current_expt),title(patchtitle),subplot(10,10,[1:80]),hold on for betaz=1:size(livewaveforms_typebeta,1),plot(livewaveforms_typebeta(betaz,:),'color',clr_beta(betaz,:),'linewidth',linewidth),end if plot_colorbars,subplot(10,10,[91:100]),imagesc([1:length(livetrials)]),set(gca,'xtick',[]),end end