Can a man write convincing female characters?

As a bloke, unless I decide to write a book exclusively about men, I have to write female characters. But sometimes men are criticized for not really understanding what a woman is, let alone being able to get to the depths of the character.

Is this fair? Can a man write a convincing female lead?