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These methods are called Learning rules, which are simply algorithms or equations. Following are some learning rules for the neural network −. Hebbian Learning Rule. This rule, one of the oldest and simplest, was introduced by Donald Hebb in his book The Organization of Behavior in 1949. It is a kind of feed-forward, unsupervised learning.