QUESTION $3$

The table below specifies the inputs $(x_1,x_2,x_3)$ and desired output $(Y_d)$ for a feedforward

neural network.

The activation function used for the training is as follows:

$1,ifx$

$0,ifx<mi\; id="EditorElement\_149646"></mi>$

Perform a perceptron training for the above network using learning rate $()=0\mathrm{.}2,$ threshold

$()=0\mathrm{.}3$ and initial weights $(w_1,w_2,w_3)$ used are $0\mathrm{.}4,-0\mathrm{.}1$ and $0\mathrm{.}5$ respectively. Show your

work only for Epoch $1.$help