Patterson is a town in Putnam County, New York, United States. The town is in the northeast part of the county. Interstate 84 passes through the southwest part of the town. The population was 12,023 at the 2010 census. The town is named after early farmer Matthew Paterson. The reason Patterson was spelled with two "t"s was due to the looseness with which Paterson spelled his own last name.