- ... Studies,1
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See http://www.cacs.usl.edu.
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- ... Department2
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See http://www.louisiana.edu/Academic/LiberalArts/PHIL.
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- ... ANNAP.3
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Stands for Artificial Neural Networks Analysis Project.
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- ...MATLAB.4
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Stands for MATrix LABoratory, righths reserved by MathWorks Inc.
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- ... laboratory5
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See http://annap.usl.edu.
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- ...Base/ProbSpec.m6
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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
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See Section 6 for methods to visualize higher dimensioned networks.
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- ... prism8
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A cube if input ranges are all equal.
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- ....9
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Short for `desired outputs of Layer 2'
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- ...
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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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- ...
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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
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See MATLAB command eval in Section 5.
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- ...
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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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