MachineIntelligenceCore:NeuralNets
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Here is a list of all files with brief descriptions:
[detail level
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src
application
console_application_main.cpp
MNISTPatchReconstructionApplication.cpp
MNISTPatchReconstructionApplication.hpp
MNISTPatchSoftmaxApplication.cpp
MNISTPatchSoftmaxApplication.hpp
loss
CrossEntropyLoss.hpp
LogLikelihoodLoss.hpp
Loss.hpp
LossTests.cpp
LossTests.hpp
LossTypes.hpp
SquaredErrorLoss.hpp
mlnn
activation_function
ELU.hpp
ReLU.hpp
Sigmoid.hpp
convolution
Convolution.hpp
Convolution_convergence_tests.cpp
Convolution_tests.cpp
Convolution_tests.hpp
Cropping.hpp
MaxPooling.hpp
Padding.hpp
cost_function
Softmax.hpp
SoftmaxTests.cpp
SoftmaxTests.hpp
experimental
ConvHebbian.hpp
: Alexis Asseman
alexi
.nosp@m.
s.as
.nosp@m.
seman
.nosp@m.
@ibm
.nosp@m.
.com
, Tomasz Kornuta
tkorn
.nosp@m.
ut@u
.nosp@m.
s.ibm
.nosp@m.
.com
: May 30, 2017
fully_connected
BinaryCorrelator.hpp
: Tomasz Kornuta
tkorn
.nosp@m.
ut@u
.nosp@m.
s.ibm
.nosp@m.
.com
: May 16, 2017
HebbianLinear.hpp
: Tomasz Kornuta
tkorn
.nosp@m.
ut@u
.nosp@m.
s.ibm
.nosp@m.
.com
: May 16, 2017
Linear.hpp
Linear_tests.cpp
Linear_tests.hpp
SparseLinear.hpp
layer
Layer.hpp
Contains a template class representing a layer
LayerTypes.hpp
regularisation
Dropout.hpp
BackpropagationNeuralNetwork.hpp
HebbianNeuralNetwork.hpp
MultiLayerNeuralNetwork.hpp
MultiLayerNeuralNetworkTests.cpp
MultiLayerNeuralNetworkTests.hpp
optimization
AdaDelta.hpp
AdaDeltaTests.cpp
AdaGrad.hpp
AdaGradTests.cpp
Adam.hpp
AdamID.hpp
AdamIDTests.cpp
AdamTests.cpp
ArtificialLandscapes.hpp
ArtificialLandscapesTests.cpp
ArtificialLandscapesTests.hpp
BinaryCorrelatorLearningRule.hpp
GradientDescent.hpp
GradientDescentTests.cpp
GradPID.hpp
GradPIDTests.cpp
HebbianRule.hpp
HebbianRuleTests.cpp
Momentum.hpp
MomentumTests.cpp
NormalizedHebbianRule.hpp
NormalizedZerosumHebbianRule.hpp
OptimizationArray.hpp
OptimizationFunction.hpp
OptimizationFunctionsTests.cpp
OptimizationFunctionTypes.hpp
RMSProp.hpp
RMSPropTests.cpp
tests
mlnn_batch_training_test.cpp
Contains program for testing batch training of a multi-layer neural network
mlnn_sample_training_test.cpp
Contains program for testing of training of a multi-layer neural network
mnist_batch_visualization_test.cpp
Program for MNIST batch Visualization
mnist_conv_hebbian.cpp
Program for visualization of hebbian formed filters trained on MNIST digits. : Alexis Asseman
alexi
.nosp@m.
s.as
.nosp@m.
seman
.nosp@m.
@ibm
.nosp@m.
.com
, Tomasz Kornuta
tkorn
.nosp@m.
ut@u
.nosp@m.
s.ibm
.nosp@m.
.com
: June 8, 2017
mnist_convnet.cpp
mnist_convnet_features_visualization_test.cpp
Program for visualization of features of convolutional neural net trained on MNIST digits
mnist_hebbian_features_visualization_test.cpp
Program for visualization of features of hebbian network trained on MNIST digits. : Tomasz Kornuta
tkorn
.nosp@m.
ut@u
.nosp@m.
s.ibm
.nosp@m.
.com
: May 16, 2017
mnist_mlnn_features_visualization_test.cpp
Program for visualization of features of mlnn layers trained on MNIST digits
mnist_simple_mlnn.cpp
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