Open letter to @ylecun: I have been explicit that I believe that symbol-manipulation is part of the solution to AGI; Hinton has ridiculed that idea. Where do you fit in? With me? W Hinton? If in between, where? The field would benefit from a clear statement of your view.https://twitter.com/tabithagold/status/1070736319901519876 …
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One-shot learning can be done very simply by storing a template in the weights of a group of neurons. Our hippocampus does this all the time. Call this "setting a variable" if that makes you happy.
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It does make me happy! :) add some operations that allow you to store and retrieve and compare and concatenate and otherwise operate over the values of those variables and I will be really happy!
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Geoffery Hinton explains the difference between symbolic AI and deep learning to great applause from the