The few scant details about Legolas' mother from Jackson's The Hobbit films had to be invented by the screenwriters. If Tolkien never felt the need to mention one of Legolas' parents, perhaps he ...
Legolas could have been born in the Second or Third Age of Middle-earth, but it's entirely unclear. There's never any mention of him having a mother, which is rather common in Tolkien's lore.