Loading slide
Loading contents...
Now send light rain and heavy rain through the same connection.
If the input only has two possible values, both rainy days arrive as 1:
light rain: 1 × 0.8 = 0.8
heavy rain: 1 × 0.8 = 0.8
The neuron receives the same number in both cases. It cannot tell light rain from heavy rain.
Keep the weight at 0.8, but allow the input to use numbers between 0 and 1:
light rain: 0.2 × 0.8 = 0.16
heavy rain: 1 × 0.8 = 0.8
Now the two cases reach the neuron differently.