The first non-Indian settlers within the current-day boundaries of the township were Fergus Moorhead and his family, who arrived in 1772 and built a grist mill in 1774.
White Township, named for Judge Thomas White, was officially formed as a municipality in 1843, from portions of Center, Washington, Green, and Armstrong Townships.