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randnc

Normalized column weight initialization function

Syntax

W = randnc(S,PR)

Description

randnc is a weight initialization function.

W = randnc(S,PR) takes two inputs,

S

Number of rows (neurons)

PR

R-by-2 matrix of input value ranges = [Pmin Pmax]

and returns an S-by-R random matrix with normalized columns.

You can also call this in the form randnc(S,R).

Examples

A random matrix of four normalized three-element columns is generated:

M = randnc(3,4)
M =
    -0.6007   -0.4715   -0.2724    0.5596
    -0.7628   -0.6967   -0.9172    0.7819
    -0.2395    0.5406   -0.2907    0.2747

See Also

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