Single layer perceptron

A simple perceptron is a single-layered neural network. It uses the threshold activation function and, as proved by the Marvin Minsky paper, can solve only linearly separable problems. While this limits the applications of single layer perceptron to only linearly separable problems, it is still always amazing to see it learn.