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S3E6: Geoffrey Hinton on the Exploration of Thought

Theory and Practice

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The Pendulum Swinging Away From Neural Networks

When the pendulum first started swinging away from nerl networks, did you start to question them as a model system for the brain? I think people in symbolic aa, it was quite reasonable that they didn't believe that could ever work. And i cind hov accepted that cause i couldn't see there could be any alternative. For a long time, it didn't work for really big nets, but now it does. It's sort of a blind act of faith to believe that argarithm like that could work,. Cause you're asking it to search this incredibly complicated space of possibilities just by following a gradient.

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