Possible Minds by Unknown

Author:Unknown
Language: eng
Format: epub
Publisher: Penguin Random House LLC
Published: 2019-02-19T00:00:00+00:00

Just look for “interesting” features, which are defined by diversity (edges or color changes, for example). Warning: This way can lead to madness—too much “interestingness” draws the network to optical illusions. So keep it sane, and emphasize the kinds of features that are likely to be real in nature, as opposed to artifacts or errors. This is called “regularization,” and there are lots of techniques for this, such as whether those kinds of features have been seen before (learned) or are too “high frequency” (like static) rather than “low frequency” (more continuous, like actual real-world features).

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