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Task 1: Feed Forward Neural Network Here is a problem consisting of inputs P and targets T to be solved with a network. T=[0123432123]; Here

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Task 1: Feed Forward Neural Network Here is a problem consisting of inputs P and targets T to be solved with a network. T=[0123432123]; Here a network is created with one hidden layer of five neurons. net=newff((P,T,5); The network is simulated and its output plotted against the targets. Y=sim(net,P);plot(P,T,P,Y,o) The network is trained for 50 epochs. Again the network's output is plotted. net.trainParam.epochs =50; net = train(net,P,T); Y=sim( net, P) plot(P,T,P,Y,o) Change the training epochs to 100 and 1000 , and plot again. Copy the plotted figures (4 figures) and prepare a one-page report including your comments under each figure. Task 2: Repeat task 1 for a) simplefit_dataset (use the command load simplefit_dataset) b) simplecluster_dataset (use the command load simplecluster_dataset) Using 50 and 1000 epochs in the training, each with 5 and 20 hidden layers and report the figures ( 8 figures in total) obtained with your comments

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