53 lines
950 B
C++
53 lines
950 B
C++
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#include "Layer.h"
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Layer::Layer(unsigned int numNeurons)
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{
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for (unsigned int i = 0; i < numNeurons; ++i)
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{
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push_back(Neuron());
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}
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}
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void Layer::setOutputValues(const std::vector<double> & outputValues)
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{
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if (size() != outputValues.size())
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{
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throw std::exception("The number of output values has to match the layer size");
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}
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auto valueIt = outputValues.begin();
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for (Neuron &neuron : *this)
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{
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neuron.setOutputValue(*valueIt++);
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}
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}
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void Layer::feedForward(const Layer &inputLayer)
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{
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int neuronNumber = 0;
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for (Neuron &neuron : *this)
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{
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neuron.feedForward(inputLayer.getWeightedSum(neuronNumber));
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}
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}
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double Layer::getWeightedSum(int outputNeuron) const
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{
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double sum = 0.0;
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for (const Neuron &neuron : *this)
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{
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sum += neuron.getWeightedOutputValue(outputNeuron);
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}
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return sum;
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}
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void Layer::connectTo(const Layer & nextLayer)
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{
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for (Neuron &neuron : *this)
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{
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neuron.createOutputWeights(nextLayer.size());
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}
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}
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