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Enable Scan Consider the following network structure and the initial weights and bias a given. w1=0.6, w2=0.xx and bias =0 where xx are last 2
Enable Scan Consider the following network structure and the initial weights and bias a given. w1=0.6, w2=0.xx and bias =0 where xx are last 2 digits of your ID. Given that x1,x2,y= where y is the binary target. [0.5+0.5+1+1+1+1=5] (a) Compute the forward propagation and generate the output. Use Sigmoid activation function. (b) Compute the binary cross entropy loss. (c) Let the given weights be at time (t-1). Compute the weights at time t using SGD. (d) Compute the weights at (t+1) when i. momentum is used. ii. NAG is used
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