Quantum Neural Networks are Modeled Using Biological Lattice Gauge Theory

Authors

  • Jaw-Long
  • Xiao Dan

Keywords:

biology, neurobiology, modeling, quantum mechanics, lattice gauge theory, network, graph theory

Abstract

We suggest using the biological lattice gauge theory to model quantum brain networks, drawing on
biological gauge field theory and quantum biology. The double helical structure of DNA and the violation of
chiral symmetry in biology may be described by this method, which fully applies the same lattice theory in
quantum fields but has two anomaly concerns. We also go over the quantum neutral networks and neural
network (NN) models, which are connected to biological loop quantum theory. Lastly, we investigate some
potential advancements in the ways of networks given by the comprehensive graph theory and their novel
mathematical forms.

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Published

2025-04-11

Issue

Section

Articles