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Artificial intelligence programming

Need a code for the following.

Program to train the Perceptron Model to simulate the following operations. The initial weights, learning

coefficient, and threshold for each operation are given. Through your training process, your program

should print the followings from the initial status to the final weights for each operation.

• target output

• actual output

• updated weights

If you can’t get the correct final weights within 10th epochs, you stop at 11st epoch and print the final

weights and actual output.

(1). Simulate OR operation. 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;

1. Initial weights are given as 0.35 and 0.45

2. Learning coefficient is 0.9

3. Threshold value is 5.5

(2). Simulate NOR operation. 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;

1. Initial weights are given as 0.9 and 0.5

2. Learning coefficient is 0.8

3. Threshold value is -1.5

(3). Simulate XOR (exclusive or) operation. 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;

1. Initial weights are given as 0.5 and 0.2

2. Learning coefficient is 0.7

3. Threshold value is 2

Submit the following files through Western Online.

• source code file

• source code list

• your output list printed by running your program.

Habilidades: Java, Programação C, Algoritmo, Programação C++ , Matlab and Mathematica

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( 0 comentários ) Macomb, United States

ID do Projeto: #28442691

3 freelancers estão ofertando em média $18 nesse trabalho

KolaPeters

Hi there, I am a Python developer with 5+ years of experience Skills: PyQt, PySide/PyQt,Scrapy, BeautifulSoup Java, C++, Matlab, Algorithm, SQL, 4, Pillow, Matplotlib, Xml, PHP, Django json, and csv modules. I am inter Mais

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youchian521

Hi Dear, I read your description carefully. I understood what you require me to do and I am filled with confidence that I can complete your project wonderfully. I have experience over 5+ years with C/C++/C#/Java/AI and Mais

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pinakinRC

I can complete the project as per your requirement. I see that you want to make basic perceptron model to model or and xor gate and want to simulate the learning process. I have did the same in my master's when we lea Mais

$25 USD in 2 dias
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