聖塔非研究所

氣候模型中的不確定性量化

2025-04-07 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 At root, perception converts external 資訊 from an environment to signals of use in downstream cognition. We explore a 族群 of interacting perceptual 智能體s whose adaptive internal structure tr…

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論文資訊

  • 類型:已發表論文
  • 日期:2025-04-07

摘要

At root, perception converts external 資訊 from an environment to signals of use in downstream cognition. We explore a 族群 of interacting perceptual 智能體s whose adaptive internal structure transforms input 資訊 to outputs. We show that autocatalytic 網絡s of structural transformations—represented by -transducers—spontaneously emerge. Moreover, their 族群 dynamics—who flourishes and with whom they interact—differ substantially between spatial (geographically distributed) and nonspatial (panmixia) 族群s. Generally, regions of spacetime-invariant autocatalytic 網絡s—or domains—emerge in geographically distributed 族群s. These are separated by functional membranes of complementary -transducers that actively translate between the domains and are responsible for their growth and stability. We analyze both spati

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