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2D Walsh Functions

Walsh functions are a discrete analog of the sines and cosines of Fourier transforms.

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"2D Walsh Functions" from the Wolfram Demonstrations Project
 http://demonstrations.wolfram.com/2DWalshFunctions/
Contributed by: Stephen Wolfram
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