Given a 2-input 1-output RBF network with two RBF centers at T1=[0,0] and T2= [1,0] with...

 

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Given a 2-input 1-output RBF network with two RBF centers at T1=[0,0] and T2= [1,0] with two weights w1 and w2, and one bias w0, four input vectors X1=[0,0], X2=[0,0.6], X3=[1,0], X4=[1,0.6] with the corresponding desired output vector D= [1,0,0,0], and the Gaussian function consisting of the squared 12-norm operator is used as the radial basis function. Show the step-by-step calculation to obtain the combined weights [w0,w1,w2] to recall the four corresponding outputs Y1, Y2, Y3, Y4 and submit the sum of the 3 weight values as Your Answer by typing its numerical value (rounded to 4 decimal places) into the Answer Box below. Hint: A minimum resolution of 6 decimal places for step-by-step calculation is required. Your Answer: Answer Given a 2-input 1-output RBF network with two RBF centers at T1=[0,0] and T2= [1,0] with two weights w1 and w2, and one bias w0, four input vectors X1=[0,0], X2=[0,0.6], X3=[1,0], X4=[1,0.6] with the corresponding desired output vector D= [1,0,0,0], and the Gaussian function consisting of the squared 12-norm operator is used as the radial basis function. Show the step-by-step calculation to obtain the combined weights [w0,w1,w2] to recall the four corresponding outputs Y1, Y2, Y3, Y4 and submit the sum of the 3 weight values as Your Answer by typing its numerical value (rounded to 4 decimal places) into the Answer Box below. Hint: A minimum resolution of 6 decimal places for step-by-step calculation is required. Your Answer: Answer

Answer rating: 100% (QA)

To calculate the combined weights w0 w1 w2 for the RBF network we first need to calculate the activa... View the full answer