Normalizes the input vector or matrix using its statistical profile (µ,s), where µ is the mean and s is the standard deviation, to obtain a Normalized Vector or Normalized Matrix whose statistical profile is (0,1).


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Normalize Vector

This VI calculates Normalized Vector using the following equation:

where Y represents the output sequence Normalized Vector, X represents the input sequence Vector of length n, and xi is the ith element of X.

Normalize Matrix

This VI calculates Normalized Matrix using the following equation:

where B represents the 2D output sequence Normalized Matrix, A represents the 2D input sequence Matrix with n rows and m columns, and aij is the element of A on the ith row and jth column.