Beale M.H., Hagan M.T., Demuth H.B. Deep Learning Toolbox Reference. R2019a

MathWorks, 2019. — 1464 p.Deep Network Designer
adapt
adaptwb
adddelay
boxdist
bttderiv
cascadeforwardnet
catelements
catsamples
catsignals
cattimesteps
cellmat
closeloop
combvec
compet
competlayer
con2seq
concur
configure
confusion
convwf
crossentropy
defaultderiv
dist
distdelaynet
divideblock
divideind
divideint
dividerand
dividetrain
dotprod
elliotsig
eliot2sig
elmannet
errsurf
extendts
feedforwardnet
fixunknowns
formwb
fpderiv
fromnndata
gadd
gdivide
gensim
genfunction
getelements
getsamples
getsignals
getsiminit
gettimesteps
getwb
gmultiply
gnegate
gpu2nndata
gridtop
gsqrt
gsubtract
hardlim
hardlims
hextop
ind2vec
init
initcon
initlay
initlvq
initnw
initwb
initzero
isconfigured
layrecnet
learncon
learngd
learngdm
learnh
learnhd
learnis
learnk
learnlv1
learnlv2
learnos
learnp
learnpn
learnsom
learnsomb
learnwh
linearlayer
linkdist
logsig
lvqnet
lvqoutputs
mae
mandist
mapminmax
mapstd
maxlinlr
meanabs
meansqr
midpoint
minmax
mse
narnet
narxnet
nctool
negdist
netinv
netprod
netsum
network
newgrnn
newlind
newpnn
newrb
newrbe
nftool
nncell2mat
nncorr
nndata
nndata2gpu
nndata2sim
nnsize
nnstart
nntool
nntraintool
noloop
normc
normprod
normr
nprtool
ntstool
num2deriv
num5detiv
numelements
numfinite
numnan
numsamples
numsignals
numtimesteps
openloop
patternnet
perceptron
perform
plotconfusion
plotep
ploterrhist
plotes
plotfit
plotinerrcorr
plotpc
plotperform
plotpv
plotregression
plotresponse
plotroc
plotsom
plotsomhits
plotsomnc
plotsomnd
plotsomplanes
plotsompos
plotsomtop
plottrainstate
plotv
plotvec
plotwb
pnormc
poslin
preparets
processpca
prune
prunedata
purelin
quant
radbas
radbasn
randnc
randnr
rands
randsmall
randtop
regression
removeconstantrows
removedelay
removerows
revert
roc
sae
satlin
satlins
scalprod
selforgmap
separatewb
seq2con
setelements
setsamples
setsignals
setsiminit
settimesteps
setwb
sim
sim2nndata
softmax
srchbac
srchbre
srchcha
srchgol
srchhyb
sse
staticderiv
sumabs
sumsqr
tansig
tapdelay
timedelaynet
tonndata
train
trainb
trainbfg
trainbfgc
trainbr
trainbu
trainc
traincgb
traincgf
traincgp
traingd
traingda
traingdm
traingdx
trainlm
trainoss
trainr
trainrp
trainru
trains
trainscg
tribas
tritop
unconfigure
vec2ind
view
Neural Net Fitting
Neural Net Clustering
Neural Net Pattern Recognition
Neural Net Time Series
matlab.io.datastore.MiniBatchable class
read
matlab.io.datastore.BackgroundDispatchable class
readByIndex
matlab.io.datastore.PartitionableByIndex class
partitionByIndex
trainAutoencoder
trainSoftmaxLayer
Autoencoder class
decode
encode
generateFunction
generateSimulink
network
plotWeights
predict
stack
view
classificationLayer
fitnet
trainingOptions
trainNetwork
deepDreamImage
regressionLayer
alexnet
vgg16
vgg19
importCaffeLayers
importCaffeNetwork
augmentedImageDatastore
read
readByIndex
shuffle
partitionByIndex
augmentedImageSource
imageDataAugmenter
augment
averagePooling2dLayer
averagePooling3dLayer
ClassificationOutputLayer
convolution2dLayer
convolution3dLayer
groupedConvolution2dLayer
transposedConv2dLayer
TransposedConvolution2DLayer
transposedConv3dLayer
TransposedConvolution3dLayer
CrossChannelNormalizationLayer
dropoutLayer
fullyConnectedLayer
imageInputLayer
image3dInputLayer
maxPooling2dLayer
maxPooling3dLayer
maxUnpooling2dLayer
RegressionOutputLayer
reluLayer
leakyReluLayer
clippedReluLayer
eluLayer
tanhLayer
batchNormalizationLayer
softmaxLayer
bilstmLayer
lstmLayer
sequenceInputLayer
sequenceFoldingLayer
sequenceUnfoldingLayer
flattenLayer
Layer
SeriesNetwork
TrainingOptionsSGDM
TrainingOptionsRMSProp
TrainingOptionsADAM
activations
classify
predict
setLearnRateFactor
getLearnRateFactor
setL2Factor
getL2Factor
classifyAndUpdateState
predictAndUpdateState
resetState
addLayers
removeLayers
connectLayers
disconnectLayers
plot
layerGraph
DAGNetwork
additionLayer
depthConcatenationLayer
concatenationLayer
googlenet
resnet18
resnet50
resnet101
densenet201
inceptionv3
inceptionresnetv2
squeezenet
mobilenetv2
xception
nasnetlarge
nasnetmobile
shufflenet
importKerasNetwork
importKerasLayers
findPlaceholderLayers
PlaceholderLayer
checkLayer
replaceLayer
analyzeNetwork
assembleNetwork
exportONNXNetwork
importONNXNetwork
importONNXLayers
confusionchart
ConfusionMatrixChart Properties
sortClasses
confusionmat