 Hershfield was born in Knoxville, Tennessee, one of five children of immigrants Isadore Abraham Hershfield and Ida Alshanetsky from Kiev, Ukraine.While growing up in Chattanooga, TN, he taught himself to draw.In 1922, as its art director, he illustrated virtually the entire "Dynamo", the Chattanooga High School annual the year he graduated.