Comment by janalsncm

Neural networks are only similar to brains on the surface. Their learning process is entirely different and their internal architecture is different as well.

We don’t use neural networks because they’re similar to brains. We use them because they are arbitrary function approximators and we have an efficient algorithm (backprop) coupled with hardware (GPUs) to optimize them quickly.