1. (25 points) Develop and draw a neural network with only one hidden layer and sigmoid...

 

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1. (25 points) Develop and draw a neural network with only one hidden layer and sigmoid activation function, which can correctly represent the boolean XOR func- tion Y= X1 XOR X2 (Y=0 when X1 and X2 are both 0 or X1 and X2 are both 1, and Y=1 otherwise). Your answer should show the correct network architecture with all the nodes and links as well as a set of appropriate weights for this net- work. 1. (25 points) Develop and draw a neural network with only one hidden layer and sigmoid activation function, which can correctly represent the boolean XOR func- tion Y= X1 XOR X2 (Y=0 when X1 and X2 are both 0 or X1 and X2 are both 1, and Y=1 otherwise). Your answer should show the correct network architecture with all the nodes and links as well as a set of appropriate weights for this net- work.