public void UpdateWeights(IWeightUpdater weightUpdater)
{
foreach (BetaSimilarity[] betaSimilarities in _oldSimilarities)
{
foreach (BetaSimilarity betaSimilarity in betaSimilarities)
{
weightUpdater.UpdateWeight(betaSimilarity.BetaSimilarityMeasure);
}
}
weightUpdater.UpdateWeight(Data);
}
public NeuralTuringMachine(int inputSize, int outputSize, int controllerSize, int headCount, int memoryColumnsN, int memoryRowsM, IWeightUpdater initializer)
{
_memory = new NTMMemory(memoryColumnsN, memoryRowsM, headCount);
_controller = new FeedForwardController(controllerSize, inputSize, outputSize, headCount, memoryRowsM);
UpdateWeights(initializer);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
_memory.UpdateWeights(weightUpdater);
_controller.UpdateWeights(weightUpdater);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
weightUpdater.UpdateWeight(_hiddenToOutputLayerWeights);
weightUpdater.UpdateWeight(_hiddenToHeadsWeights);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
OutputLayer.UpdateWeights(weightUpdater);
HiddenLayer.UpdateWeights(weightUpdater);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
weightUpdater.UpdateWeight(_readDataToHiddenLayerWeights);
weightUpdater.UpdateWeight(_inputToHiddenLayerWeights);
weightUpdater.UpdateWeight(_hiddenLayerThresholds);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
OutputLayer.UpdateWeights(weightUpdater);
HiddenLayer.UpdateWeights(weightUpdater);
}
public BPTTTeacher(NeuralTuringMachine machine, IWeightUpdater weightUpdater)
{
_machine = machine;
_weightUpdater = weightUpdater;
_gradientResetter = new GradientResetter();
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
foreach (BetaSimilarity[] betaSimilarities in _oldSimilarities)
{
foreach (BetaSimilarity betaSimilarity in betaSimilarities)
{
weightUpdater.UpdateWeight(betaSimilarity.BetaSimilarityMeasure);
}
}
weightUpdater.UpdateWeight(Data);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
weightUpdater.UpdateWeight(_hiddenToOutputLayerWeights);
weightUpdater.UpdateWeight(_hiddenToHeadsWeights);
}
public void UpdateWeights(IWeightUpdater weightUpdater)
{
weightUpdater.UpdateWeight(_readDataToHiddenLayerWeights);
weightUpdater.UpdateWeight(_inputToHiddenLayerWeights);
weightUpdater.UpdateWeight(_hiddenLayerThresholds);
}
public BPTTTeacher(NeuralTuringMachine machine, IWeightUpdater weightUpdater)
{
_machine = machine;
_weightUpdater = weightUpdater;
_gradientResetter = new GradientResetter();
}
