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19736 | Neural networks can extract the car-ness of a car, or the chair-ness of a chair [New Sci.] |
Full Idea: Early neural nets were really good at recognising general categories, such as a car or a chair. Those networks are good at extracting the 'chair-ness' or the 'car-ness' of the object. | |
From: New Scientist writers (New Scientist articles [2013], 2015.12.12) | |
A reaction: [Interview with Yann LeCun, Facebook AI director] Fregean philosophers such as Geach think that extracting features is a ridiculous idea, but if even a machine can do it then I suspect that human beings can (and do) manage it too. |