Difference between revisions of "Radial Basis Function Network (RBFN)"

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== Adversarial Attack ==
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Watch 10:15 into the following video...
 
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Revision as of 16:02, 28 June 2018

YouTube search...

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Performs classification by measuring the input’s similarity to examples from the training set. Each RBFN neuron stores a “prototype”, which is just one of the examples from the training set. When we want to classify a new input, each neuron computes the Euclidean distance between the input and its prototype. Roughly speaking, if the input more closely resembles the class A prototypes than the class B prototypes, it is classified as class A. Radial Basis Function Network (RBFN) Tutorial | Chris McCormick

As a non-linear classifier...

architecture_simple2.png

Adversarial Attack

Watch 10:15 into the following video...