Table 1 Definitions of variables used to describe SOM and SKiNET.

From: Development of the Self Optimising Kohonen Index Network (SKiNET) for Raman Spectroscopy Based Detection of Anatomical Eye Tissue

Variable

Description

Length

i

A single spectrum

1015

j

Spectrum class label vector

5

s

Training sample and label

[i, j]

n

A neuron

 

w

Spectrum weight vector

length(i)

c

Class weight vector

length(j)

t

Training step

integer

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