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This assignment is a programming assignment. You can use your favorite computer language. Do not use Machine learning libraries for this question. Program the following
This assignment is a programming assignment. You can use your favorite computer language. Do not use Machine learning libraries for this question. Program the following questions and submit them through Your program should print down how the given initial weights are changed along with actual outputs until you finish your computation, You should submit the followings to have full score: (1) your program source file (2) printed program source list (3) the output printed by running your program for the 3 questions. Screenshots are accepted if I can read them. (1). Program to simulate OR operation by Perceptron model learning process. There are two input units and one output unit. Input patterns are (0, 0), (0, 1), (1,0), and (1, 1). The output will be either 1 or 0. The given parameters are as follow. The initial weight for WI is 0.9 and the initial weight for W2 is 0.8. The learning coefficient is 0.7. The Threshold value is 3.1. (2). Program to simulate NOR operation by Perceptron model learning process. There are two input units and one output unit. Input patterns are (0, 0), (0, 1), (1, 0), and (1, 1). The output will be either 1 or 0. The given parameters are as follows. The initial weight for WI is 0.9 and the initial weight for W2 is 0.8. The learning coefficient is 0.7. The Threshold value is -1.5. (3). Program to simulate the following input data and target output relations. The initial weight for Wi is 0.5, the initial weight for W2 is 0.2, and the initial wight for W3 is 0.6. The learning coefficient is 0.7. The Threshold value is 2.5. A B D E F Input data Target attributel attribute2attribute3 output 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1 1 0 0 0 1 0 1 0 1 1 0 1 1 I 1
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