How Multi-Layer Perceptrons Solved the Limitations of the Perceptron

Artificial Intelligence today uses extremely powerful neural networks. But the journey started with a very simple model called the Perceptron. The perceptron was one of the earliest attempts to create a machine that could learn patterns from data, inspired by how neurons in the human brain work. However, it had a major limitation that prevented it from solving many real-world problems.