Building a single layer neural network

In the previous recipe, Building a perceptron, we learned how to create a perceptron; now let's create a single layer neural network. A single layer neural network consists of multiple neurons in a single layer. Overall, we will have an input layer, a hidden layer, and an output layer, as shown in the following diagram:

Getting ready

In this recipe, we will learn how to create a single layer neural network using the neurolab library.

How to do it...

Let's see how to build a single layer neural network:

1. Create a new Python...