Question: 4. Derive and show ALL steps needed for the training a multilayer perceptron network, having the following structure given Figure 1. Consider that the hidden

4. Derive and show ALL steps needed for the training a multilayer perceptron network, having the following structure given Figure 1. Consider that the hidden layer is W211 21 w 11 w X2 W212 Y1 w21 Y2 22 W 22 Figure 1: Multilayer perceptron composed of tanh function and output layer is composed of logistic sigmoid function, and let the target value of y, i = 1, 2 be denoted as t, i = 1, 2, X1 and 12 are the attributes and we have m data points for minimizing the following loss function 2 (t.log(y) + (1 - t;)log(1 y.)) (3) i=1
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
