Unit ILNeuralNetwork
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*[[Class ILNeuralNetwork.TILNeuronLayers|TILNeuronLayers]] - Neural network neuron layers list class. | *[[Class ILNeuralNetwork.TILNeuronLayers|TILNeuronLayers]] - Neural network neuron layers list class. | ||
*[[Class ILNeuralNetwork.TILHiddenNeuronLayer|TILHiddenNeuronLayer]] - Neural network hidden neuron layer collection item. | *[[Class ILNeuralNetwork.TILHiddenNeuronLayer|TILHiddenNeuronLayer]] - Neural network hidden neuron layer collection item. | ||
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*[[Class ILNeuralNetwork.TILNeuralNetworkScales|TILNeuralNetworkScales]] - Terminal neural network layer scales class. | *[[Class ILNeuralNetwork.TILNeuralNetworkScales|TILNeuralNetworkScales]] - Terminal neural network layer scales class. | ||
*[[Class ILNeuralNetwork.TILNeuralNetworkTerminalLayer|TILNeuralNetworkTerminalLayer]] - Neural network terminal layer basic class. | *[[Class ILNeuralNetwork.TILNeuralNetworkTerminalLayer|TILNeuralNetworkTerminalLayer]] - Neural network terminal layer basic class. | ||
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*[[Class ILNeuralNetwork.TILNeuralNetworkOutputLayer|TILNeuralNetworkOutputLayer]] - Neural network output layer class. | *[[Class ILNeuralNetwork.TILNeuralNetworkOutputLayer|TILNeuralNetworkOutputLayer]] - Neural network output layer class. | ||
*[[Class ILNeuralNetwork.TILNeuralNetwork|TILNeuralNetwork]] - Neural Network classifier. | *[[Class ILNeuralNetwork.TILNeuralNetwork|TILNeuralNetwork]] - Neural Network classifier. | ||
| + | *[[Class ILNeuralNetwork.TILHiddenNeuronLayers|TILHiddenNeuronLayers]] - Neural network hidden neuron layers collection. | ||
*[[Class ILNeuralNetwork.TILNeuralNetworkTrainingBasicWeights|TILNeuralNetworkTrainingBasicWeights]] - Neural network training weights base class. | *[[Class ILNeuralNetwork.TILNeuralNetworkTrainingBasicWeights|TILNeuralNetworkTrainingBasicWeights]] - Neural network training weights base class. | ||
*[[Class ILNeuralNetwork.TILNeuralNetworkTrainingWeights|TILNeuralNetworkTrainingWeights]] - Back propagation training weights class. | *[[Class ILNeuralNetwork.TILNeuralNetworkTrainingWeights|TILNeuralNetworkTrainingWeights]] - Back propagation training weights class. | ||
Revision as of 20:30, 10 June 2013
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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.
- 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.
