ME697 Assignment #2 Due: 2/9/10 Spring 2010 1.Construct a three layer feedforward neural network (one hidden layer) using the back propagation learning algorithm to approximate the following two input and one output function: (10 pts) 2222121212(1))235111211211(, ) 3(1 )10()5333,331xxxxFxxx ex x ee−−+−−−+−=−−−−≤ ≤xxxShow the error reduction graphically with the increasing number of hidden nodes using the following criterion: ∑∑==−−=NkNkdkdkykdNDEI1212)()()(2.Construct a radial basis function neural network for the sample problem given in Problem 1, using the Gaussian basis function. Use the linear least square technique to update the
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Artificial neural network, neural network, Radial basis function network, radial basis function