Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems

by Aurélien Géron

Perceptrons are trained using a variant of this rule that takes into account the error made by the network when it makes a prediction; the Perceptron learning rule reinforces connections that help reduce the error.