... Studies,¹

See http://www.cacs.usl.edu.

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... Department²

See http://www.louisiana.edu/Academic/LiberalArts/PHIL.

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... ANNAP.³

Stands for Artificial Neural Networks Analysis Project.

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...MATLAB.⁴

Stands for MATrix LABoratory, righths reserved by MathWorks Inc.

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... laboratory⁵

See http://annap.usl.edu.

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...Base/ProbSpec.m⁶

Short for `Problem Specification'. The explanation of the meaning of the variables are given in the definition of the file Base/ProbSpec.m is in Section 4.1.1.

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... software.⁷

See Section 6 for methods to visualize higher dimensioned networks.

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... prism⁸

A cube if input ranges are all equal.

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....⁹

Short for `desired outputs of Layer 2'

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...

Since bias parameters have fixed inputs of unit value, there is no need to multiply with inputs for the marginal change in the bias parameter.

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...

Since the marginal change in bias parameters eventually differ from the weight change by only a factor of the inputs, deltaBiasL1 and deltaBiasL2 are simply multiplied with the respective inputs to get the marginal change in weights.

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... network.¹⁰

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... units.¹¹

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... evaluation¹²

See MATLAB command eval  in Section 5.

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...

The word orientation is stressed here, because the threshold of a unit may be anywhere, and the pink boundary should not be considered as the position of the threshold of the unit. Instead, it can be taken as a guide to where the direction or orientation of the separation plane may lay, though the actual plane may be shifted by any amount in any direction.

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... orientation¹³

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