Roll out the red carpet, again. After Lady Gaga’s big win at last weekend’s Oscars for her song “Shallow” from the hit film A Star Is Born, Xilinx went “Deep,” as in deep learning, to win Embedded Computing Design’s top prize at Embedded World in Germany.