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Dynamic neuron approach to deep neural networks: Decoupling neurons for renormalization group analysis

Donghee Lee*, Hye-Sung Lee†, and Jaeok Yi‡

  • *Contact author: dhlee641@kaist.ac.kr
  • †Contact author: hyesung.lee@kaist.ac.kr
  • ‡Contact author: wodhr1541@kaist.ac.kr

Interpreting deep learning by establishing a rigorous corresponding relationship with the renormalization group on the Ising model

Zigeng Xia and Fuzhou Gong

Sci. China Math. 69 793 (2026)

Multiloop calculations with parametric integration in critical dynamics: the four-loop analytic study of model A of p4 theory

L.Ts. Adzhemyan, D.A. Davletbaeva, D.A. Evdokimov, and M.V. Kompaniets

Nuclear Physics B 1024 117361 (2026)

Synaptic field theory for neural networks

Donghee Lee, Hye-Sung Lee, and Jaeok Yi

Phys. Rev. D 112 L031902 (2025)

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