Representation Learning

The Development History of Deep Learning

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The Development History of Deep Learning

Source | Little Elephant This article is excerpted from the latest publication by the People’s Posts and Telecommunications Press, the AI Bible “Deep LearningDEEP LEARNING[1]“. The English version of “Deep LearningDEEP LEARNING[2]” was published by the MIT Press in December 2016 and quickly became popular worldwide. A major feature of “Deep LearningDEEP LEARNING[3]” is that … Read more

Progress in Neural Network Renormalization Group

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Progress in Neural Network Renormalization Group

Renormalization group is a fundamental concept in physics research. It is not only a powerful tool for studying phase transitions and critical phenomena, as well as strong coupling problems, but it also shapes physicists’ worldview: physics is an effective theory about the emergence of phenomena at different scales and energy levels. In the practical applications … Read more