I did a three-in about 15 nodes three hidden layers and two-out neural net for a production line using a Z80 long ago.. Training it took more time, then an intelligent controller design.
So it was a bust in industrial process control.
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Last time I checked the few attempts of artificial neural networks were running on quite powerful and dedicated computer systems.What you want try is like running Windows 10 on a Gen1 BW Gameboy...
Depends on the capacity of the ANN.
How much info storage is required and what is its complexity?
Then It is possible.