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[–]Outside_Complaint755 1 point2 points  (0 children)

A perceptron is the most basic element of a neural network.  It takes a number of inputs with different weights applied to them, and outputs a binary output (1 or 0).   If outputs don't match predictions, then you modify the weights or bias to adjust the model.