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. More...

#include <boost/thread/thread.hpp>
#include <boost/bind.hpp>
#include <importers/MNISTMatrixImporter.hpp>
#include <logger/Log.hpp>
#include <logger/ConsoleOutput.hpp>
#include <application/ApplicationState.hpp>
#include <configuration/ParameterServer.hpp>
#include <opengl/visualization/WindowManager.hpp>
#include <opengl/visualization/WindowGrayscaleBatch.hpp>
#include <mlnn/HebbianNeuralNetwork.hpp>
#include <encoders/MatrixXfMatrixXfEncoder.hpp>
#include <encoders/UIntMatrixXfEncoder.hpp>

Include dependency graph for mnist_hebbian_features_visualization_test.cpp:

Go to the source code of this file.

Functions
void	batch_function (void)
	Function for batch sampling. More...

int	main (int argc, char *argv[])
	Main program function. Runs two threads: main (for GLUT) and another one (for data processing). More...

Variables
WindowGrayscaleBatch< float > *	w_input
	Window for displaying the MNIST batch. More...

WindowGrayscaleBatch< float > *	w_reconstruction

WindowGrayscaleBatch< float > *	w_weights1
	Window for displaying the weights. More...

WindowGrayscaleBatch< float > *	w_weights2

mic::importers::MNISTMatrixImporter < float > *	importer
	MNIST importer. More...

HebbianNeuralNetwork< float >	neural_net
	Multi-layer neural network. More...

mic::encoders::MatrixXfMatrixXfEncoder *	mnist_encoder
	MNIST matrix encoder. More...

const size_t	patch_size = 28
	Label 2 matrix encoder (1 hot). More...

const size_t	batch_size = 4

const size_t	output_units = 12

Detailed Description

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.

Copyright (C) tkornuta, IBM Corporation 2015-2019

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

 http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Definition in file mnist_hebbian_features_visualization_test.cpp.