f course, recalling the patterns is nice, but where neural networks demonstrate their true power is when we give them inputs that they have never seen before. We would like them to make sensible generalisations $-$ just like people do$.$ To test our digit network, let's try presenting the following pattern and see what it thinks it is looking at