![]() In fact, deep learning algorithms are trained much the same way we teach children. Rawashdeh says deep learning, one of the most ubiquitous modern forms of artificial intelligence, works much the same way, in no small part because it was inspired by this theory of human intelligence. It’s that you’ve lost track of which inputs taught you what and all you’re left with is the judgments.” Associate Professor Samir Rawashdeh “It’s one of those weird things that you know, but you don’t know how you know it or where you learned it,” says Associate Professor of Electrical and Computer Engineering Samir Rawashdeh, who specializes in artificial intelligence. Explaining how we do this is essentially impossible. When it’s exposed to examples, it can identify qualities essential to cat-ness or B-ness, and these ultimately coalesce into decision protocols that give us the ability to categorize new experiences automatically and unconsciously. The basic theory is that the brain is a trend-finding machine. You simply have to show them enough examples of the letter B or a cat and before long, they can identify any instance of that letter or animal. Think, for instance, of how children first learn to recognize letters of the alphabet or different animals. ![]() Learning by example is one of the most powerful and mysterious forces driving intelligence, whether you’re talking about humans or machines. ![]()
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