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Consider the following training dataset with input X = ( x 1 , x 2 ) and target ( desired ) output d . A

Consider the following training dataset with input X=(x1, x2) and target (desired) output d. A neuron with two inputs and one output is used for this training dataset. Activation function is a linear function with zero bias. Sum of square error is used as the loss function.

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