Regularization is a linguistic phenomenon observed in language acquisition, language development and language change typified by the replacement of irregular forms in morphology or syntax by regular ones. Examples are "gooses" instead of "geese" in child speech and replacement of the Middle English plural form for "cow", "kine", with "cows". Regularization is a common process in natural languages; regularized forms can replace loanword forms (such as with "cows" and "kine") or coexist with them (such as with "" and "" or "" and "").
Erroneous regularization is also called overregularization. In overregularization the regular ways of modifying or connecting words are mistakenly applied to words that require irregular modifications or connections. It is a normal effect observed in the language of beginner and intermediate language-learners, whether native-speaker children or foreign-speaker adults. Because most natural languages have some irregular forms, moving beyond overregularization is a part of mastering them. Usually learners' brains move beyond overregularization naturally, as a consequence of being immersed in the language.
The same person may sometimes overregularize and sometimes say the correct form. Native-speaker adults can overregularize, but this does not happen often.
In these models, two mechanisms are at work. For example, the rule in English for forming a past-tense form is to add -ed. In cases where the recall from memory instantly retrieves the form, the brain does not need to execute the rule, and skips execution. In cases where retrieval doesn't happen fast enough, the rule is executed. The more practice the speaker gets with the language, the more reliable is the retrieval.
These models can explain why the same person may sometimes overregularize and sometimes say the correct form. A child that already knows the word bought may occasionally say buyed when retrieval fails to work well. The next time, retrieval works well, and she says bought correctly.
These models also explain why native-speaker adults rarely overregularize. They are so thoroughly practiced in the language that retrieval rarely fails.