30 Mar '15, 5am

How Will Deep Learning Change SoCs? | EE Times via @eetimes

MADISON, Wis. – Deep Learning is already changing the way computers see, hear and identify objects in the real world. However, the bigger -- and perhaps more pertinent -- issues for the semiconductor industry are: Will “deep learning” ever migrate into smartphones, wearable devices, or the tiny computer vision SoCs used in highly automated cars? Has anybody come up with SoC architecture optimized for neural networks? If so, what does it look like? “There is no question that deep learning is a game-changer,” said Jeff Bier, a founder of the Embedded Vision Alliance . In computer vision, for example, deep learning is very powerful. “The caveat is that it’s still an empirical field. People are trying different things,” he said. There’s ample evidence to support chip vendors’ growing enthusiasm for deep learning, and more specifically, convolutional neural networks (CNN). CNN ...

Full article: http://www.eetimes.com/document.asp?doc_id=1326149

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