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[D] Quantum search applicability to machine learning

I was just reading about a hypothesis that quantum search might be common in nature. If it is leveraged in the brain, perhaps that might increase the biological plausibility of Hinton’s capsules. In particular I’m wondering if EM routing between capsules might be implemented as quantum search.

Another possibility is a quantum search encompassing multiple layers of neurons to find weights that minimize the cost function, without the need for back-propagation. But unless nature has some secret for maintaining quantum coherence over large structures, it seems more likely that quantum search would operate more locally.

submitted by /u/trenobus
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.