Subscript indices must either be real positive integers or logicals.
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The code is:
%%%NARX code %% 1. Importing data
load input; load target; % %%S = load('magdata'); % %%X = con2seq(S.u); % %%T = con2seq(S.y); % To scale the data it is converted to its log value:
%loginput = log(input); % logtarget = log(target); % X = tonndata(loginput,false,false); % T = tonndata(logtarget,false,false); X = con2seq(input); T = con2seq(target); %% 2. Data preparation N = 15; % Multi-step ahead prediction % Input and target series are divided in two groups of data: % 1st group: used to train the network
inputSeries = X(1:end-N); targetSeries = T(1:end-N); % 2nd group: this is the new data used for simulation. inputSeriesVal will % be used for predicting new targets. targetSeriesVal will be used for % network validation after prediction inputSeriesVal = X(end-N+1:end); targetSeriesVal = T(end-N+1:end);% This is generally not available
%% 3. Network Architecture delay = 2; neuronsHiddenLayer = 50; % Network Creation net = narxnet(1:delay,1:delay,neuronsHiddenLayer); %% 4. Training the network [Xs,Xi,Ai,Ts] = preparets(net,inputSeries,{},targetSeries); net = train(net,Xs,Ts,Xi,Ai); view(net) Y = net(Xs,Xi,Ai); % Performance for the series-parallel implementation, only % one-step-ahead prediction perf = perform(net,Ts,Y); %% 5. Multi-step ahead prediction inputSeriesPred = [inputSeries(end-delay+1:end),inputSeriesVal]; targetSeriesPred = [targetSeries(end-delay+1:end), con2seq(nan(1,N))]; netc = closeloop(net); view(netc) [Xs,Xi,Ai,Ts] = preparets(netc,inputSeriesPred,{},targetSeriesPred); yPred = netc(Xs,Xi,Ai); perf = perform(net,yPred,targetSeriesVal); figure; plot([cell2mat(targetSeries),nan(1,N); nan(1,length(targetSeries)),cell2mat(yPred); nan(1,length(targetSeries)),cell2mat(targetSeriesVal)]') legend('Original Targets','Network Predictions','Expected Outputs')
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David Young
2015-3-11
As you can see yourself, the code isn't readable, so you are unlikely to get an answer. You can fix this using the "{} Code" button.
You should also include a statement of what the problem is and which line of code produces an error message.
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Image Analyst
2015-3-11
I think it's pretty well explained in the FAQ: http://matlab.wikia.com/wiki/FAQ#How_do_I_fix_the_error_.22Subscript_indices_must_either_be_real_positive_integers_or_logicals..22.3F
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