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今年的诺贝尔物理学奖为什么不是Hopfield呢?
今年的医学奖给了“偏门”的古基因组学,而去年的物理学奖包括复杂系统,这令人有点遐想。深度学习(卷积神经网络)的巨大成功,例如AlphaGo,是时候“正本清源”回到Hopfield做为物理学家,1982年发表的神经网络的那份工作了。以下是Hopfieldhttps://wikimili.com/ 的介绍,
John Joseph Hopfield (born July 15, 1933) is an American scientist most widely known for his invention of an associative neural network in 1982. It is now more commonly known as the Hopfield network.
他获得2022年Boltzmann Medal
J. J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities", Proceedings of the National Academy of Sciences of the USA, vol. 79 no. 8 pp. 2554–2558, April 1982.
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