Unit ILNeuralNetwork

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Package: IntelligenceLabPkg

Contents 1 Summary 2 Description 3 Components 4 Classes

Summary

Contains the code for the Neural Network and training components.

Description

This file contains the code for the Neural Network and training components.

Components

• TILNeuralNetwork - Neural Network classifier.
• TILNeuralNetworkBackpropTrain - Trains neural networks using Backprop algorithm.
• TILNeuralNetworkRPropTrain - Trains neural networks using RProp algorithm.

Classes

• TILNeuronElement - Basic class for neuron elements.
• TILAxon - Neural network neuron's axon class.
• TILSynapse - Neural network neuron's synapse class.
• TILSynapses - Neural network neuron's synapses class.
• TILNeuralNetworkNeuron - Neural network neuron class.
• TILNeuralNetworkLayer - Neural network neuron layer class.
• TILNeuronLayers - Neural network neuron layers list class.
• TILHiddenNeuronLayer - Neural network hidden neuron layer collection item.
• TILNeuralNetworkScales - Terminal neural network layer scales class.
• TILNeuralNetworkTerminalLayer - Neural network terminal layer basic class.
• TILNeuralNetworkInputLayer - Neural network input layer class.
• TILNeuralNetworkOutputLayer - Neural network output layer class.
• TILNeuralNetwork - Neural Network classifier.
• TILHiddenNeuronLayers - Neural network hidden neuron layers collection.
• TILNeuralNetworkTrainingBasicWeights - Neural network training weights base class.
• TILNeuralNetworkTrainingWeights - Back propagation training weights class.
• TILNeuralNetworkTrain - Basic abstract class for neural network training components.
• TILNeuralNetworkBackpropTrain - Trains neural networks using Backprop algorithm.
• TILNeuralNetworkTrainingDeltaWeights - Resilient back propagation training weights class.
• TILNeuralNetworkRPropTrain - Trains neural networks using RProp algorithm.