Upload cronyism.h.159.ino

cronyism.h.159.ino

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+#ifndef MLPLibrary_h
+#define MLPLibrary_h
+
+#inlcude "Arduino.h"
+
+#define MAX_INPUT_SIZE 10
+#define MAX_HIDDEN_SIZE 10
+#define MAX_OUTPUT_SIZE 10
+
+class MLPLibrary {
+  public:
+  MLPLibrary(int inputSize, int hiddenSize, int outputSize, float learningRate);
+  
+  void initialize();
+  void trian(float input[MAX_INPUT_SIZE], float target[MAX_OUTPUT_SIZE]);
+  void predict(float input[MAX_INPUT_SIZE], float output[MAX_OUTPUT_SIZE]);
+
+  private:
+    int numInputs;
+    int numHidden;
+    int numOutputs;
+    float learningRate;
+
+    float inputLayer[MAX_INPUT_SIZE];
+    float hiddenLayer[MAX_HIDDEN_SIZE];
+    float outputLayer[MAX_OUTPUT_SIZE];
+
+    float inputHiddenWeights[MAX_INPUT_SIZE][MAX_HIDDEN_SIZE];
+    float hiddenOutputWeights[MAX_HIDDEN_SIZE][MAX_OUTPUT_SIZE];
+
+    float hiddenLayerBiases[MAX_HIDDEN_SIZE];
+    float outputLayerBiases[MAX_OUTPUT_SIZE];
+
+    float hiddenLayerErrors[MAX_HIDDEN_SIZE];
+    float outputLayerErrors[MAX_OUTPUT_SIZE];
+
+    float sigmoid(float x);
+};
+
+#endif
+