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Image Credit: Arxiv

Architecture of Information

  • The paper explores an approach to constructing energy landscapes of a formal neuron and multilayer artificial neural networks (ANNs).
  • The study of informational and thermodynamic entropy in formal neuron and ANN models leads to the conclusion about the energetic nature of informational entropy.
  • Modeling ANNs as energy systems makes it possible to interpret the structure of their internal energy as an internal model of the external world.
  • The presented research makes it possible to formulate a formal definition of information in terms of the interaction processes between the internal and external energy of the system.

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