Scenario 2

I want to eat a cake and it's my birthday, but I did not do cardio, nor did I go to the gym yesterday:

Here, the following applies:

  • Xi is the first input factor, I did cardio yesterday. Now, Xi = 0, as this factor is false.
  • Wi is the weight of the first input factor, Xi. In our example, Wi = 2.
  • Xii is the second input factor, I went to the gym yesterday. Now, Xii = 0, as this factor is false.
  • Wii is the weight of the second input factor, Xii. In our example, Wii = 3.
  • Xiii is the third input factor, It is an occasion for cake. Now, Xiii = 1, this factor is true.
  • Wiii is the weight of the third input factor, Xiii. In our example, Wiii = 6.
  • threshold is 4.

We know that the neuron computes the following equation:

For scenario 2, the equation will translate to this:

It gives us the following output:

6 ≥ 4 is true, so this fires 1, which means I can eat the cake.