Deep River has 3 hiking trails. These trails range from 1.3 to 3 miles in length. The most popular trails are Burnham Brook Preserve and Gillette Castle State Park Trail. Trails.com member Andrew R. recently completed Burnham Brook Preserve. See all Deep River trails.