A fold-down desk and a Murphy desk are essentially the same things. The name Murphy desk is because of William Lawrence Murphy, who was the inventor of the fold-away bed, and because the idea of a fold-down or fold-away desk is essentially the same idea, it is often referred to as a Murphy desk.