public void run() {
BAM logic = new BAM(INPUT_NEURONS, OUTPUT_NEURONS);
// train
for (int i = 0; i < NAMES.length; i++) {
logic.addPattern(stringToBipolar(NAMES[i]), stringToBipolar(PHONES[i]));
}
// test
for (int i = 0; i < NAMES.length; i++) {
NeuralDataMapping data =
new NeuralDataMapping(
stringToBipolar(NAMES[i]), randomBiPolar(OUT_CHARS * BITS_PER_CHAR));
runBAM(logic, data);
}
System.out.println();
for (int i = 0; i < PHONES.length; i++) {
NeuralDataMapping data =
new NeuralDataMapping(
stringToBipolar(PHONES[i]), randomBiPolar(IN_CHARS * BITS_PER_CHAR));
runBAM(logic, data);
}
System.out.println();
for (int i = 0; i < NAMES.length; i++) {
NeuralDataMapping data =
new NeuralDataMapping(
stringToBipolar(NAMES2[i]), randomBiPolar(OUT_CHARS * BITS_PER_CHAR));
runBAM(logic, data);
}
}
public void runBAM(BAM logic, NeuralDataMapping data) {
StringBuilder line = new StringBuilder();
line.append(mappingToString(data));
logic.compute(data);
line.append(" | ");
line.append(mappingToString(data));
System.out.println(line.toString());
}