Question: (a) A single layer perceptron neural network is used to classify the 2 input, logical gate NOR shown in figure Q4. Using a learning

(a) A single layer perceptron neural network is used to classify the 2 input, logical gate NOR shown in

(a) A single layer perceptron neural network is used to classify the 2 input, logical gate NOR shown in figure Q4. Using a learning rate of 0.2, train the neural network for the first epoch. use a limiting function: X W=0.2 W=0.3 Xo= 1 (1 if y(i) > 0 9 (x) = = lo other wise Wo= -0.2 Y(i) 9 (i) Output Figure Q4 [15 marks] (b) Discuss the importance of applying feature extraction techniques to Artificial intilligence0. [5 marks]

Step by Step Solution

★★★★★

3.38 Rating (157 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

by Importance of extraction inteligence Feature Extraction aims to reduce number of feat... View full answer

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Algorithms Questions!

In Exercise 1 and 2, let And Determine whether C is in span(A, B). 1. 2. 1 1 0 1 4 1 1 5

5.96x10^24kg Therefore, the mass of the earth is =2.2 lbs). Is your answer close to 5.98 x 1024 kg? kilograms (1 kg 2.2 Assuming an average human has a mass of 70. Kg, how many humans would it take...

(a) A single layer perceptron neural network is used to classify the 2 input, logical gate NOR shown in figure Q4. Using a learning rate of 0.2, train the neural network for the first epoch. use a...

(a) A single layer perceptron neural network is used to classify the 2 input logical gate NOR shown in figure Q4. Using as a learning rate of 0.1, train the neural network for the first 3 epochs. use...

Question 4 Marks: 20 (a) A single layer perceptron neural network is used to classify the 2 input logical gate NAND shown in figure Q4. Using as a learning rate of 0.1, train the neural network for...

Question 4 Marks: 20 (a) A single layer perceptron neural network is used to classify the 2 input logical gate OR shown in figure Q4. Using as a leaming rate of 0.1, train the neural network for the...

Question 4 Marks: 20 (a) A single layer perceptron neural network is used to classify the 2 input logical gate OR shown in figure Q4. Using as a learning rate of 0.1, train the neural network for the...

(a) A single layer perceptron neural network is used to classify the 2 input logical gate NAND shown in figure 04. Using as a learning rate of 0.1, train the neural network for the first 3 epochs....

In your first message to the forum, answer the following questions: At what distance does a friend or colleague get too close to you? At what distance does a stranger in a crowded elevator get too...

What is reckless destructive trespass?

Research a minimum of 5 recent scholarly articles that relate to the concept of Individualism vs. Collectivism. After reading the articles, select the 1 article that you wish to discuss. Write a...

QUESTION 1 3 9 points You have decided to throw a party next weekend for 1 9 friends. The friends are going to bring health food, so allyou have to have awalible are the drinke. Wort estimate that,...

1. Formulate the linear programming model. Clearly state your decision variables, objective function and all constraints. Use fractions rather than percentages in your formulation of the objective...

In which of the following examples has the continuity of ownership test been met so that the company may carry forward a tax loss? Give brief reasons. Assume that in the first-mentioned year the...

For the ratio scores below, what type of graph is appropriate? 49 52 47 52 52 47 49 47 50 51 50 49 50 50 50 53 51 49

On June 1, 2025, Wildhorse Service Co. was started with an initial investment in the company of $19,750 cash. Here are the assets, liabilities, and common stock of the company at June 30, 2025, and...

n 1. Consider an offshoring model of trade between the US and Mexico. There are four activities. Any of these activities may be done in the US or Mexico. Using the table below note the differences in...

Delias boss asks her to locate information on customers who purchased special-occasion dresses in the last month, including customer names, total purchase amount, email address, and recent website...

What are the components of a decision model?

What can be done to give the Nonlinear Solver a better chance of obtaining an optimal solution (or at least a very good solution) for a maximization problem with multiple local maxima?

What is meant by satisficing rather than optimizing the outcome of a study?

The Zermatt Company ordered parts from a foreign supplier on November 20 at a price of 100,000 francs when the spot rate was $0.80 per peso. Delivery and payment were scheduled for December 20. On...

Given its experience, Gamier Corporation expects that it will sell goods to a foreign customer at a price of 1 million lire on March 15, Year 2. To hedge this forecasted transaction, a three-month...

Portofino Company made purchases on account from three foreign suppliers on December 15, 2012, with payment made on January 15, 2013. Information related to these purchases is as follows: Portofino...