Consider the diagram below showing a 2-input, one-output neural network. Let the loss function be a cross-entropy loss function and the output node have sigmoid activation with zero bias. Calculate the loss function L for the AND dataset as a function of w1 and w2, and compute the direction of maximum decrease in the loss function. w1 w2 x1 x2

Q: X2 W13.38 1.13, w23 -1.08 -.56 W24 XOR Gate WIL (14) -1.49- کہانیا -.46 -.23 output

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Use of XOR function

XOR function or exclusive OR function was introduced in Excel 2013. This function is available under excel logical functions. For the given statement, the XOR function will return true only when either of the statements is true. It returns false when both the statements are true or when both the statements are false.