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<p>Intelligent systems realized by artificial deep neural networks are entirely composed of Fodorian modules. Human mind exemplifies either the massive modularity or does not exhibit modular structures. In either case, human mind is not entirely composed of Fodorian modules. Human mind thus has a different architecture in compare with systems realized by neural networks. Realizing strong AI by deep neural networks alone turns out to be an unrealistic vision.</p>

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Artificial neural network and the prospect of AGI: an argument from architecture

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2025年10月29日

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  • Chang Liu,
  • Bin Ye

摘要

Intelligent systems realized by artificial deep neural networks are entirely composed of Fodorian modules. Human mind exemplifies either the massive modularity or does not exhibit modular structures. In either case, human mind is not entirely composed of Fodorian modules. Human mind thus has a different architecture in compare with systems realized by neural networks. Realizing strong AI by deep neural networks alone turns out to be an unrealistic vision.