In what was likely a purposeful error on the part of the writers, when Brian can't decide if he should say, "Me either," or, "Me neither" (in response to his sister saying, "I am not going to the boardwalk"), proper grammar would necessitate him saying, "Neither I." (Saying, "Me neither," would mean she is going neither to the boardwalk nor to him.)