Assume the following ANN with a single neuron, where (w1,w2)-(2, 1) and the activation function is...

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Assume the following ANN with a single neuron, where (w1,w2)-(2, 1) and the activation function is sigmoid o(s) = X1 o X2 Q2) (1 point) 1 1+e-0.25** Calculate the W₁ 1 Q1) (1 point) Calculate the output ŷ of the NN for the data set with two sample points (x1, x2; y) = {(0.6, 2.1; 2), (1,3; 1)} aj Əw2 S (-) using this data set, where J is the MSE cost function. Jis MSE cost function: J = 1 / / / / ₁ e ² (i) N N = ² Σ²-₁(y(i) — ŷ(i))² N Assume the following ANN with a single neuron, where (w1,w2)-(2, 1) and the activation function is sigmoid o(s) = X1 o X2 Q2) (1 point) 1 1+e-0.25** Calculate the W₁ 1 Q1) (1 point) Calculate the output ŷ of the NN for the data set with two sample points (x1, x2; y) = {(0.6, 2.1; 2), (1,3; 1)} aj Əw2 S (-) using this data set, where J is the MSE cost function. Jis MSE cost function: J = 1 / / / / ₁ e ² (i) N N = ² Σ²-₁(y(i) — ŷ(i))² N

Answer rating: 100% (QA)

To answer Q1 we need to calculate the output haty of the neural network NN for the given data set Given the weights as w1 2 and w2 1 and the activatio... View the full answer