question 2 2 pts design an rbf network to solve the xor problem with input and outpu 5153963

February 11, 2021/in Business Homework Help Online /by Joseph

Question 2 [2 pts]: Design an RBF network to solve the XOR problem with input and output given as follows, where X1 and X2 ar

Question 2 [2 pts]: Design an RBF network to solve the XOR problem with input and output given as follows, where X1 and X2 are features and Y is the output. Х1 Х2 Y -1 0 1 0 1 1 -1 Assume the RBF network is showing as follows, and we use Gaussian RBF function: p(r) = exp(- 20 with o 1, and two centers are ti=(0.1, 0.1), t2=(0.9, 0.9), respectively. Please use pseudo-inverse to calculate the weight values W=[wo, W1, W2] of the output node [1 pt], and validate your results with respect to the four instances [1 pt] +1 W1 Wo X1 X2 W2 Figure 1: Single layer neural network

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