Index

'misses'

no title | 'misses', Missed Pattern Percentage

'mse'

no title | 'mse', Mean Squared Error

'runQueue'

no title | 'runQueue', Running Queue Mean

'stopper'

no title

actFunc

MainLoop.m and MainNNToolbox.m | sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

actFuncD

MainLoop.m and MainNNToolbox.m

actFuncD2

MainLoop.m and MainNNToolbox.m

activation function

sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

actOutsL1

Training functions and WeightUpdateGlob.m

actOutsL2

Training functions and WeightUpdateGlob.m

allstopper

RndWtsBs.m | ConvChk.m and ConvChkGlob.m | DrawResults.m

AnalyzeInputSets.m

Analysis on the Input

backpropagation

ProbSpec.m

banding analysis

no title | Banding Analysis

batch

Training Loop | ProbSpec.m

benefL2

Training functions and WeightUpdateGlob.m | ConvChk.m and ConvChkGlob.m

bias

Representing the Input Space

biasWtsL1

RndWtsBs.m

biasWtsL2

RndWtsBs.m

checkType

ProbSpec.m | ConvChk.m and ConvChkGlob.m

continue

ProbSpec.m

convergence

Convergence Check

criterion

ProbSpec.m | 'stopper', Maximum Squared Error | 'mse', Mean Squared Error

dawsonDelta

Training functions and WeightUpdateGlob.m

dawsonEpsilon

Training functions and WeightUpdateGlob.m

deltaBiasL1

Training functions and WeightUpdateGlob.m

deltaBiasL2

Training functions and WeightUpdateGlob.m

deltaWtsL1

Training functions and WeightUpdateGlob.m

deltaWtsL2

Training functions and WeightUpdateGlob.m

derivative

sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

derivatives

MainLoop.m and MainNNToolbox.m

derivsL1

Training functions and WeightUpdateGlob.m

derivsL2

Training functions and WeightUpdateGlob.m

desiredOutsL2

LoadIO.m

epoch

Training Loop | Training Loop

epochs

ProbSpec.m

epochs, maximum number of

Training Loop

eval

MainLoop.m and MainNNToolbox.m | sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m | MATLAB Reference

Glob

Modules

global variables

Modules

hidden unit

Representing the Input Space

histogram plot

Observing Hidden Unit Activations

HitTally

ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m

incremental

Training Loop | ProbSpec.m

input space

Observing the Input Space | Representing the Input Space | Representing the Input Space | no title | Representing the Input Space InputSpace2D.m, InputSpace3D.m, InputSpaceToOutput3D.m, ActivationColor.m

inputfilename

ProbSpec.m | LoadIO.m

Jitter.m

Banding Analysis | Density Plots NetInputs.m, Jitter.m, Histo.m, ScanHids.m

jittered density plot

Observing Hidden Unit Activations | Banding Analysis

loop

Training Loop

Matlab

sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

Misses

ConvChk.m and ConvChkGlob.m | 'misses', Missed Pattern Percentage

missesCriterion

ProbSpec.m | 'misses', Missed Pattern Percentage

MSE

ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | 'mse', Mean Squared Error | 'runQueue', Running Queue Mean | DrawResults.m

msErr

RndWtsBs.m | MainLoop.m and MainNNToolbox.m | ConvChk.m and ConvChkGlob.m | DrawResults.m

msErrDenom

MainLoop.m and MainNNToolbox.m

muNewton

ProbSpec.m

NetInputs.m

Density Plots NetInputs.m, Jitter.m, Histo.m, ScanHids.m

netInputsL1

Training functions and WeightUpdateGlob.m

netInputsL2

Training functions and WeightUpdateGlob.m

nOfSamples

ProbSpec.m | LoadIO.m | LoadIO.m | MainLoop.m and MainNNToolbox.m

normalizeInputs

ProbSpec.m | LoadIO.m

normalizeWeights

ProbSpec.m

numHids

ProbSpec.m | RndWtsBs.m

numInputs

ProbSpec.m | LoadIO.m | RndWtsBs.m

numOuts

ProbSpec.m | LoadIO.m

ones

MainLoop.m and MainNNToolbox.m | MATLAB Reference

outputfilename

ProbSpec.m | LoadIO.m

patternRandomization

ProbSpec.m

problem definition

Convergence Check

prod

MainLoop.m and MainNNToolbox.m | MATLAB Reference

pSS

ProbSpec.m | ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | DrawResults.m

qIndex

MainLoop.m and MainNNToolbox.m

queue

MainLoop.m and MainNNToolbox.m

queueConverge

'runQueue', Running Queue Mean

queueCriterion

'runQueue', Running Queue Mean

queueSize

MainLoop.m and MainNNToolbox.m

rand

RndWtsBs.m | MATLAB Reference

randomseed

ProbSpec.m | RndWtsBs.m

range

Representing the Input Space InputSpace2D.m, InputSpace3D.m, InputSpaceToOutput3D.m, ActivationColor.m

rate

ProbSpec.m

rejected

ConvChk.m and ConvChkGlob.m

rejectionCriterion

ProbSpec.m | ConvChk.m and ConvChkGlob.m

sampleOnes

MainLoop.m and MainNNToolbox.m

Separators

Banding Analysis

sig

ProbSpec.m

SigmoidalWeightUpdateOrdered1L.m

'runQueue', Running Queue Mean

size

MainLoop.m and MainNNToolbox.m | MATLAB Reference

sqErr

ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m

standardDeltaL1

Training functions and WeightUpdateGlob.m

standardDeltaL2

Training functions and WeightUpdateGlob.m

step

Representing the Input Space InputSpace2D.m, InputSpace3D.m, InputSpaceToOutput3D.m, ActivationColor.m | Representing the Input Space InputSpace2D.m, InputSpace3D.m, InputSpaceToOutput3D.m, ActivationColor.m

stopper

ConvChk.m and ConvChkGlob.m | ConvChk.m and ConvChkGlob.m | 'stopper', Maximum Squared Error | DrawResults.m

surf

MATLAB Reference

threshold

Representing the Input Space

tic

MATLAB Reference

toc

MATLAB Reference

Toolbox

sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

trainFunc

MainLoop.m and MainNNToolbox.m

training method, Newton

ProbSpec.m

training method, Standard

ProbSpec.m

trainMethod

ProbSpec.m

trainType

ProbSpec.m

twopi

MainLoop.m and MainNNToolbox.m

undefined

DefaultUndefs.m

unitType

ProbSpec.m | sigmoidalUnit.m, sigmoidalUnitDeriv.m, valueUnit.m, valueUnit2Deriv.m, valueUnitDeriv.m

val

ProbSpec.m

weightLim

ProbSpec.m

wtsL1

RndWtsBs.m

wtsL2

RndWtsBs.m