Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

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

image text in transcribed

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

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Pro Database Migration To Azure Data Modernization For The Enterprise

Authors: Kevin Kline, Denis McDowell, Dustin Dorsey, Matt Gordon

1st Edition

1484282299, 978-1484282298

More Books

Students also viewed these Databases questions