Yes you can.
But you horse might get scared by the cars and you don't want to fall from your horse in the middle of a street with vehicles with some decent speed
Over in the UK the common practice is for people to slow down and keep their revs low.
Plus with the economy the way it is there isn't to much horsepower around...
