Unit ILNeuralNetwork
From Mitov Wiki Doc
This is a Beta Read Only version of this page. Please review and send recommendations to mitov@mitov.com. We will enable the editing as soon as we are happy with the overall Wiki site.
Package: IntelligenceLabPkg
Contents |
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.
- TILHiddenNeuronLayers - Neural network hidden neuron layers collection.
- 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.
- 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.
