Joshua Cochran Walker was born in Wilmington, North Carolina on April 6, 1833. He attended the University of North Carolina and alongside his classmates, was in the same social circles as Margaret Eliza Cotten before becoming a doctor. Walker died in Wilmington on December 22, 1882.