How does a multilayer neural network learn? Derive the back-propagation training algorithm. Demonstrate multilayer network learning of

Question:

How does a multilayer neural network learn? Derive the back-propagation training algorithm. Demonstrate multilayer network learning of the binary logic function Exclusive-OR.

Fantastic news! We've Found the answer you've been seeking!

Step by Step Answer:

Related Book For book-img-for-question

Artificial Intelligence A Guide To Intelligent Systems

ISBN: 9781408225745

3rd Edition

Authors: Michael Negnevitsky

See More Books

Question Posted: Dec 19, 2023 03:30 AM

See More Questions

At this point we have seen two types of behavior. In the first case, we saw the tapes repel each other. In the second case, we saw them attract. Press two tapes onto the hard surface and label them B...
Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...
A coin is flipped and a number cube is rolled. The tree diagram below shows the possible outcomes. Use the diagram to answer the questions. Coin Number cube heads tails 23 in 10HN 345 2 6 (a) How...
If a= <1,0,1>, b= <2,1,-1>, and c= <0,1,3>, show that aX(bXc) is not equal (aXb)Xc.
The balance in the unearned fees account, before adjustment at the end of the year, is $96,000. Of these fees, $78,500 have been earned. In addition, $23,600 of fees have been earned but have not...
Molson Coors Brewing Company reported the following selected data at December 31, 2016 (in US$ millions): Total assets ............................ $29,341.5 Total liabilities...
Experimental Group In order to conduct an experiment, 4 subjects are randomly selected from a group of 20 subjects. How many different groups of four subjects are possible?
Terck, a leading pharmaceutical company, currently has a balance sheet that is as follows: The firms income statement looks as follows: Revenues.............. $1,000 Cost of goods sold (COGS)...
A corporation issues $354000, 8%, 5-year bonds on January 1, 2020, for $369000. Interest is paid annually on January 1. If the corporation uses the straight-line method of amortization of bond...
What are the main problems with the back-propagation learning algorithm? How can learning be accelerated in multilayer neural networks? Define the generalised delta rule.
What is a fully connected multilayer perceptron? Construct a multilayer perceptron with an input layer of six neurons, a hidden layer of four neurons and an output layer of two neurons. What is a...
__________ As increases, the value of z will decrease.
Business meeting simulation: Start with preparing an email and send it to all the participant of the meeting to inform about the meeting topic/ agenda/time of the meeting/ room #. Create a meeting...
Topic #1: Rayleigh-Ritz Method (RRM) Problem 1 a) Find the exact solution for the beam torsion problem shown above. The loading consists of a uniformly distributed torque m and a point torque M...
Assume that a $10,000, five-year, 8% term note, is issued on October 1, 20X3: what is the Journal Entry Cash Note Payable 10,000 10,000 Cash 10,000 Accounts Payable 10,000 Note Payable 10,000 Cash...
How do I get help with combining a final paper over a period of 6 weeks for my Senior Management Seminar course MGMT-495 at American Public University.
Question: Fillmore, Inc. specializes in customized optimization spreadsheet software. The results of the company's operations during the prior year ( 2 0 ?are given in the following table. All...
Harper is spending a three-day weekend at a beach property. Upon arrival, Harper bought a quart of ice cream and must divide consumption of the quart over each of the three days. Her instantaneous...
Stephen Schor, an accountant in New York City, advised his client, Andre Romanelli, Inc., to open an account at J. P. Morgan Chase Bank, N.A., to obtain a favorable interest rate on a line of credit....
Modify the declaration of the first for loop in the main method in Code Fragment 1.6 so that its charges will cause exactly one of the three credit cards to attempt to go over its credit limit. Which...
Write a short Java method that takes an array of int values and determines if there is a pair of distinct elements of the array whose product is even.
The p-norm of a vector v = (v 1 ,v 2 , . . . ,v n ) in n-dimensional space is defined as For the special case of p = 2, this results in the traditional Euclidean norm, which represents the length of...
Break-Even Sales and Sales to Realize Income from Operations For the current year ending October 31, Yentling Company expects fixed costs of $537,600, a unit variable cost of $50, and a unit selling...
You buy a stock for $35 per share. One year later you receive a dividend of $3.50 per share and sell the stock for $30 per share. What is your total rate of return on this investment? What is your...
Filippucci Company used a budgeted indirect-cost rate for its manufacturing operations, the amount allocated ($200,000) is different from the actual amount incurred ($225,000). Ending balances in the...

How does a multilayer neural network learn? Derive the back-propagation training algorithm. Demonstrate multilayer network learning of

Question:

Step by Step Answer:

Forward Propagation During the training process data is fed forward through the network The input values propagate through the layers undergoing trans...View the full answer

Artificial Intelligence A Guide To Intelligent Systems

Students also viewed these Computer science questions