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Unformatted text preview: Homework 2, EEL 6812 Due on March 23, 2010 Problem 1: Perform one epoch of training for the Fuzzy ARTMAP example of section 2.4 of your ART notes. Show all your calculations. In this problem use the Fuzzy ARTMAP geometric equations and provide appropriate figures to demonstrate how Fuzzy ARTMAP learning progresses. Problem 2: Generalize the example with 7 = a M on page 26 of your ART notes(after Result 4) to an example of arbitrary a M (in essence you need to show how your collection of I I , is produced for an arbitrary value of a M . Explain your rationale and provide appropriate arguments of why your example with the arbitrary a M will take 1- a M epochs to converge to a solution. Problem 3: Show the template formation that is produced after two epochs of training for the example of page 26 of your ART notes. After the first two epochs provide for the example of page 26 of your ART notes....
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- Spring '10