Whitening

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(Regularizaton)
 
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When using ZCA whitening (unlike PCA whitening), we usually keep all <math>\textstyle n</math> dimensions
When using ZCA whitening (unlike PCA whitening), we usually keep all <math>\textstyle n</math> dimensions
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of the data, and do not try to reduce its dimension.  Mapping to biology, ZCA whitening is also often thought of as approximating
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of the data, and do not try to reduce its dimension.
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the processing that is performed on an image by the retina in the eye.
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== Regularizaton ==
== Regularizaton ==
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performed by ZCA.  This results in a less redundant representation of the input
performed by ZCA.  This results in a less redundant representation of the input
image, which is then transmitted to your brain.
image, which is then transmitted to your brain.
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{{PCA}}
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{{Languages|白化|中文}}

Latest revision as of 13:20, 7 April 2013

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