Originally known as Barnardstown after the principal landowner Moses Barnard, it is said by some that Madison was later named for James Madison, who became President of the United States five years later. The town has also been referred to as Madison Bridge and Norridgewock Falls according to the accounts of Emma Folsom Clark, Madison's early historian.