Question: A single perceptron with activation function f ( x ) = 1 - e ( - x ) has been trained for binary classification into

A single perceptron with activation function f(x)=1-e(-x) has been trained for binary classification into class labels 0 and 1, through minimization of the squared error loss function. After the training, the values of the connection weight and bias parameters are W =1 and b=-1. What will be the updated value of w after one more step of steepest descent with the input value x =2 and class label y =0, if the learning rate is 1? Select the correct option (a) to (d):
(a)0.070
(b)0.930
(c)0.465
(d)0.535
Derive all the steps clearly to show how you arrived at the answer.

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