neuralnetworklayer.hpp

来自「这个学期我学习是神经网络课程,有很多的知识国内都不是很完善,而国外就有很大的进步」· HPP 代码 · 共 32 行

class NeuralNetworkLayer
{
public:
     int               NumberOfNodes;
     int               NumberOfChildNodes;
     int               NumberOfParentNodes;
     double**          Weights;
     double**          WeightChanges;
     double*           NeuronValues;
     double*           DesiredValues;
     double*           Errors;
     double*           BiasWeights;
     double*           BiasValues;
     double            LearningRate;
     bool              LinearOutput;
     bool              UseMomentum;
     double            MomentumFactor;
     NeuralNetworkLayer*     ParentLayer;
     NeuralNetworkLayer*     ChildLayer;
     NeuralNetworkLayer();
     void     Initialize(int NumNodes,
                            NeuralNetworkLayer* parent,
                            NeuralNetworkLayer* child);
     void     CleanUp(void);
     void     RandomizeWeights(void);
     void     CalculateErrors(void);
     void     AdjustWeights(void);
     void     CalculateNeuronValues(void);
};