Matlab - Neural network training

Question

I\'m working on creating a 2 layer neural network with back-propagation. The NN is supposed to get its data from a 20001x17 vector that holds following information in each row:<

Answer 1

1. Use hardlin fcn in output layer.
   1. Use trainlm or trainrp for training the network.
   2. To learn your network, use a for loop and a condition that compare the output and target. When it is the best use, break to exit from the learning loop.
   3. Use another way instead of mapminmax for pre-processing data set.