There are bulk of the evidence points to modern birds having evolved from small, feathered, theropod dinosaurs during the late Jurassic and Cretaceous periods.
Bear in mind, though, that this evolutionary process may have happened more than once, and that there were definitely some “dead ends” along the way (witness the feathered, four-wingedMicroraptor, which has left no living descendants).