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Setting the Network Weights The code for method SetWeights is presented in Listing 3. Method SetWeights accepts an array of values that represent both weights and bias values...
Neural Networks
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Sergey Golubev, 30 June 2014, 12:42 #Neural networks
The Deep Neural Network Constructor The deep neural network constructor begins by copying its input parameter values to the corresponding class members: public DeepNeuralNetwork(int numInput, int numHiddenA, int numHiddenB, int numOutput) { this.numInput = numInput; this...
Neural Networks
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Sergey Golubev, 30 June 2014, 12:35 #Neural networks
Overall Program Structure The overall structure of the demo program, with a few minor edits to save space, is presented in Listing 1. To create the demo, I launched Visual Studio and created a new project named DeepNeuralNetwork. The demo has no significant Microsoft...
Neural Networks
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Sergey Golubev, 30 June 2014, 12:28 #Neural networks
The term deep neural network can have several meanings, but one of the most common is to describe a neural network that has two or more layers of hidden processing neurons. This article explains how to create a deep neural network using C...
Neural Networks
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Sergey Golubev, 30 June 2014, 11:06 #Neural networks