MNIST-3LNN: Globals

MNIST-3LNN 1.0

A simple 3-layer neural network to recognize handwritten single digit numbers from the MNIST image files.

Here is a list of all functions, variables, defines, enums, and typedefs with links to the files they belong to:

- a -

ActFctType : 3lnn.h
activateNode() : 3lnn.c

- b -

backPropagateHiddenLayer() : 3lnn.c
backPropagateNetwork() : 3lnn.c , 3lnn.h
backPropagateOutputLayer() : 3lnn.c
BLUE : screen.h

- c -

calcLayer() : 3lnn.c
calcNodeOutput() : 3lnn.c
clearScreen() : screen.h , screen.c
Color : screen.h
createInputLayer() : 3lnn.c
createLayer() : 3lnn.c
createNetwork() : 3lnn.h , 3lnn.c
CYAN : screen.h

- d -

displayImage() : mnist-stats.c , mnist-stats.h
displayImageFrame() : mnist-stats.h , mnist-stats.c
displayTestingProgress() : mnist-stats.c , mnist-stats.h
displayTrainingProgress() : mnist-stats.h , mnist-stats.c

- f -

feedForwardNetwork() : 3lnn.c , 3lnn.h
feedInput() : 3lnn.h , 3lnn.c
flipBytes() : mnist-utils.c

- g -

getActFctDerivative() : 3lnn.c
getImage() : mnist-utils.c , mnist-utils.h
getLabel() : mnist-utils.c , mnist-utils.h
getLayer() : 3lnn.c
getNetworkClassification() : 3lnn.h , 3lnn.c
getNode() : 3lnn.c
getStandardDigitPixel() : mnist-utils.h , mnist-utils.c
getVectorFromImage() : main.c
GREEN : screen.h

- h -

HIDDEN : 3lnn.h

- i -

initNetwork() : 3lnn.c
initWeights() : 3lnn.c
INPUT : 3lnn.h

- l -

Layer : 3lnn.h
LayerType : 3lnn.h
locateCursor() : screen.c , screen.h

- m -

main() : main.c
MNIST_Image : mnist-utils.h
MNIST_ImageFileHeader : mnist-utils.h
MNIST_IMG_HEIGHT : mnist-utils.h
MNIST_IMG_WIDTH : mnist-utils.h
MNIST_Label : mnist-utils.h
MNIST_LabelFileHeader : mnist-utils.h
MNIST_MAX_TESTING_IMAGES : mnist-utils.h
MNIST_MAX_TRAINING_IMAGES : mnist-utils.h
MNIST_TESTING_SET_IMAGE_FILE_NAME : mnist-utils.h
MNIST_TESTING_SET_LABEL_FILE_NAME : mnist-utils.h
MNIST_TRAINING_SET_IMAGE_FILE_NAME : mnist-utils.h
MNIST_TRAINING_SET_LABEL_FILE_NAME : mnist-utils.h

- n -

Network : 3lnn.h
Node : 3lnn.h

- o -

openMNISTImageFile() : mnist-utils.c , mnist-utils.h
openMNISTLabelFile() : mnist-utils.h , mnist-utils.c
OUTPUT : 3lnn.h

- r -

readImageFileHeader() : mnist-utils.c
readLabelFileHeader() : mnist-utils.c
RED : screen.h

- s -

setColor() : screen.c , screen.h
setNetworkDefaults() : 3lnn.c
SIGMOID : 3lnn.h

- t -

TANH : 3lnn.h
testNetwork() : main.c
trainNetwork() : main.c

- u -

updateNodeWeights() : 3lnn.c

- v -

Vector : 3lnn.h

- w -

WHITE : screen.h

- y -

YELLOW : screen.h