What is the difference between a single layer perceptron and a multilayer perceptron in terms of their structure and functionality?

A single layer perceptron has only one layer of neurons, while a multilayer perceptron has multiple layers. The single layer perceptron can only learn linear patterns, while the multilayer perceptron can learn complex patterns by combining multiple layers of neurons.