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+ Implement the following perceptron learning algorithm using any programming language or simulator. Test your algorithm with AND and OR operations. O Learning Algorithm steps:
+ Implement the following perceptron learning algorithm using any programming language or simulator. Test your algorithm with AND and OR operations. O Learning Algorithm steps: 1. Initialise weights and threshold. Set wilt). (1 sism) to be the weight at time t, and to be the threshold value in the output node. Set Wi to small random values, thus initialising the weights and threshold. 2. Present input and desired output Present input xo and X1.x2_Xm and desired output dt) 3. Calculate the actual output y(t) = f[wo(t) xo(t)+ wi(t)xi(t) + wz(t)x2(t) + .... + Waltxo(t)] 4. Adapts weights wilt + 1) = wilt) + x[d(t)- yO]x:(t), for. Steps 3 and 4 are repeated until the iteration error is less than a user-specified error threshold or a predetermined number of iterations have been completed. Ou is the learning rate Od(t) is the desired output Dy(t) is the actual output OError = d(t)-y(t) Du is between 0 and 1
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