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Implement the following perceptron learning algorithm using C++. Test your algorithm with AND and OR operations. With calculate the rate value. O Learning Algorithm steps:
Implement the following perceptron learning algorithm using C++. Test your algorithm with AND and OR operations. With calculate the rate value. O Learning Algorithm steps: 1. Initialise weights and threshold. Set wat), (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,... Xmand desired output det) 3. Calculate the actual output ult) = f(wo(t) xo(t)+ wi(t)x(t) + wz(t)xz(t) + ... + Walt)Xm(t)] 4. Adapts weights wilt + 1) = wat) + u[dt) - y(t)]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. Du is the learning rate Od(t) is the desired output Dy(t) is the actual output DError=d(t)-y(t) Ou is between 0 and 1
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