Neural Network with Bias Values

We will come back now to our initial example with the random points above and below a line. We will rewrite the code using a bias value.

First we will create to classes with random points, which are not separable by a line crossing the origin.

We will add a bias b to our neural network. This leads us to the following condition

We can change the equation into