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In this short chapter we summarize and give some remarks on the connection of AI with complex systems. While the universal approximation theorem guarantees using neural networks for approximating complex functions, the stability of the networks should also be taken into account.

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Computational Complexity and the Butterfly Effect

  • 章节

  • 发表日期：

    2025年

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  • Giorgos Tsironis

摘要

In this short chapter we summarize and give some remarks on the connection of AI with complex systems. While the universal approximation theorem guarantees using neural networks for approximating complex functions, the stability of the networks should also be taken into account.