Problem 6 (10 pts) In Adaptive Resonance Theory, the number of centers k can increase as needed, based on the vigilance

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Problem 6 10 Pts In Adaptive Resonance Theory The Number Of Centers K Can Increase As Needed Based On The Vigilance 1 (55.28 KiB) Viewed 21 times

Problem 6 (10 pts) In Adaptive Resonance Theory, the number of centers k can increase as needed, based on the vigilance parameter p. (1) If p is very small, would you end up with a large k or a small k? (2) Explain. Hint: p consider the plot below, with three centers mi(i = 1..3) and two inputs xa and xb, and think what would happen given the inputs, if p is much larger or much smaller than what is shown. 3 m2 ma