No, unfortunately brown rice doesn’t work the same in this recipe. You’ll need to use sushi or sticky rice, or overcooked regular short grain white rice to achieve the stickiness needed to get the rice to form. Brown rice doesn’t have the same level of stickiness, so it won’t adhere properly. You can, however, make Spam fried rice with brown rice.