There’s some detailed explanations so I’ll give something simple:
It is just a network of individual nodes, communicating from one level to the next. Each node gets a set of inputs, each with a weight, then gives an output according to those weights. Each node is basically just a small math function, feeding the next small math function(s).
Structured correctly, they can transform something like an image, into a 1 or 0 for “is this a dog?”.
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