Biomimetics (Basel, Switzerland)
Bio-RegNet: A Meta-Homeostatic Bayesian Neural Network Framework Integrating Treg-Inspired Immunoregulation and Autophagic Optimization for Adaptive Community Detection and Stable Intelligence.
Yanfei Ma, Daozheng Qu, Mykhailo Pyrozhenko
Published: 202610.3390/biomimetics11010048
Abstract
Contemporary neural and generative architectures are deficient in self-preservation mechanisms and sustainable stability. In uncertain or noisy situations, they frequently demonstrate oscillatory learning, overconfidence, and structural deterioration…
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