The technological singularity requires the creation of an artificial superintelligence (ASI). But does that ASI need to be modelled on the human brain, or is it even necessary to be able to fully replicate the human brain and consciousness digitally in order to design an ASI...

Neural Network Model The neural network is constituted by a large number of nerve element interconnect network. According to the interconnection of the neurons in thenetwork, the common network structure can be divided into the following three categories: 1...

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...

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...

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...

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...