Perceptron has the limitation that it can only handle situations where linear separation is possible. The problem of XOR classification is that the perceptron has a 75% accuracy rate because one sample is wrong no matter which decision line is used. In 1969, Marvin Minsky’s Perceptrons, the father of artificial intelligence, revealed this fact, and … Continue reading 2019.12.08(pm): Multi-Layer Perceptron