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English(EN) Computation, Condensation, and the Incompleteness Between Them: A Coupled Foundation of Intelligence

新理论将计算与记忆相结合以解释智能

一篇新论文提出了一个结合了计算和记忆的智能理论框架,认为两者单独都无法完善。作者包括 Xin LiAlan Turing,他们认为智能需要这两种算子来应对非平稳世界的复杂性。他们详细阐述了符号计算如何面临哥德尔不完备性,以及连续下降如何面临莫尔斯强制鞍点不完备性,而它们的耦合会导致上下文识别中不可约的误差下限。 AI

影响 提出了一个可能影响未来人工智能架构的智能基础理论。

排序理由 该集群包含一篇阐述新的智能理论框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新理论将计算与记忆相结合以解释智能

报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Xin Li ·

    Computation, Condensation, and the Incompleteness Between Them: A Coupled Foundation of Intelligence

    arXiv:2303.04203v4 Announce Type: replace Abstract: The theory of computation was built to answer Turing's question: what is effectively calculable by an unbounded, immortal, disembodied agent following rules? Intelligence answers a different question (nature's): what can a \emph…