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Boltzmann machines and associative memories originate in physics.

But, the starting point of Neural Networks in the ML/AI sense, is cybernetics + Rosenblatt's perceptron, research done mathematicians (who became early computer scientists)

This is price in physics. Not price in Neural Networks. Starting point of Hopfield's and Hintons work in recurrent networks was physics analogy.

Neural networks and physical systems with emergent collective computational abilities https://www.ncbi.nlm.nih.gov/pmc/articles/PMC346238/

Their work does not advance the field of physics in any way, unless you insist to extend physics to each and every discipline out there.

That's why I wrote that it was unexpected.I'm not taking position of if this was deserved or undeserved, but this was clearly in the realm of physics and inspired by it.

Accepting wrong arguments in support of positions you have is not good way to live your life. It leads to constipation.

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