ARN_architecture_headers.txt

numInputs
numHiddenLayers
numSynapses

configure_NN_HiddenLayers(2);
configure_NN_HiddenNodes(5);

configure_NN_OutputNeurons
{
	float OutputWeight[n];
	float OutputBias[n];
}


struct HiddenLayer
{
    int nodes;     ///Number of nodes in this HiddenLayer
    float *Wx;
    float *b;

    float *delW;
    float *b;
};HLayer

struct Synapse
{
    int prev_layer_nodes;     ///Number of Nodes in the left layer
    int next_layer_nodes;     ///Number of Nodes in the right layer
    float** w;                ///Weights of the connections
};syn

configure_NN_OutputNeurons(int n) 
{
numOutputs = n
float outputLayer[n];
 float outputBias[n];
}


double deltaHidden[numHiddenNodes];
            for (int j=0; j<numHiddenNodes; j++) {
                double errorHidden = 0.0f;
                for(int k=0; k<numOutputs; k++) {
                    errorHidden+=deltaOutput[k]*outputWeights[j][k];
                }
                deltaHidden[j] = errorHidden*dtanh(hiddenLayer[j]);
            }

#ALL SYNAPSES TO BE INCLUDED
#NEXT of 0 - PREV of 1  PAIRS IN SYNAPSES (ADJACENT ONES)
#FORMING THE SYNAPSES IN THE FORM: SYNAPSE-H_LAYER AND ENDING BEFORE OUTPUT LAYER