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English(EN) How to Build Marcus's Algebraic Mind: Algebro-Deterministic Substrate over Galois Fields

新架构符合Gary Marcus的认知计算标准

研究人员开发了一种新的超维度计算架构,名为PyVaCoAl/VaCoAl,它基于GF(2)上的XOR-and-shift代数原语。该架构旨在满足Gary Marcus对认知架构的三个核心组成部分:变量操作、递归结构化表示以及个体与类别的区分。该系统支持可逆变量绑定、非交换组合打包和地址空间分离,提供了一个比以往方法更符合Marcus规范的功能性神经基底。 AI

影响 提出了一个可能为认知计算系统提供更稳健基础的新颖架构。

排序理由 该集群包含一篇详细介绍新计算架构的学术论文。

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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Hiroyuki Chuma, Kanji Otsuk, Yoichi Sato ·

    How to Build Marcus's Algebraic Mind: Algebro-Deterministic Substrate over Galois Fields

    arXiv:2605.21379v2 Announce Type: cross Abstract: In The Algebraic Mind, Gary Marcus identified three components essential for any adequate cognitive architecture: operations over variables, recursively structured representations, and a distinction between mental representations …

  2. arXiv cs.AI TIER_1 English(EN) · Yoichi Sato ·

    How to Build Marcus's Algebraic Mind: Algebro-Deterministic Substrate over Galois Fields

    In The Algebraic Mind, Gary Marcus identified three components essential for any adequate cognitive architecture: operations over variables, recursively structured representations, and a distinction between mental representations of individuals and kinds. He argued that standard …

  3. arXiv cs.NE (Neural & Evolutionary) TIER_1 English(EN) · Yoichi Sato ·

    How to Build Marcus's Algebraic Mind: Algebro-Deterministic Substrate over Galois Fields

    In The Algebraic Mind, Gary Marcus identified three components essential for any adequate cognitive architecture: operations over variables, recursively structured representations, and a distinction between mental representations of individuals and kinds. He argued that standard …