dictatiAestimo.159.ino

#inclue "MLPLibrary.h"

const int pirPin = 2;
const int inputSize = 1;
const int hiddenSize = 4;
const int outputSize = 1;
const float learnRate = 0.1;

MLPLibrary mlp(inputSize, hiddenSize, outputSize, learningRate);
float inputData[inputSize];
float outputData[outputSize];
void setup() {
  // put your setup code here, to run once:
  pinMode(pirPin, INPUT);
  mlp.initialize();
  Serial.begin(9600);
}

void loop() {
  // put your main code here, to run repeatedly:
  int pirValue = digitalRead(pirPin);

  inputData[0] = pirValue;

  mlp.predict(inputData, outputData);

  if (outputData[0] > 0.5) {
    Serial.println("INtrusion Detected!");
  }
  
  delay(1000);
}