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菌作为一个有预言的图灵自动机
Andrew Schumann1, Andrew Adamatzky2, Jerzy Król1
1Department of Cognitive Science and Mathematical Modelling, University of Information Technology and Management in Rzeszow, Rzeszow, Poland.
Royal Society open science
|November 4, 2024
概括
这项研究使用Oracle图灵机器 (oTM) 建模了生物体对刺激的反应,该机器的一个变体是细胞自动机. 这个框架将意识解释为一种由行为杂交产生的数学现象.
科学领域:
- * 理论生物学 理论生物学
- * 计算神经科学 计算神经科学
- * 思想哲学的哲学
背景情况:
- * 有机体对环境刺激有复杂的反应.
- *现有的模型可能无法完全捕捉这些动态相互作用.
- * 意识仍然是一个具有挑战性的现象,难以定义和量化.
研究的目的:
- *使用理论框架,模拟生物对外部刺激的反应.
- * 探索意识作为数学现象的概念.
- * 引入"行为杂交"作为一个关键概念.
主要方法:
- *采用一个Oracle图灵机 (OTM) 的变体作为计算模型.
- * 证明这种oTM变体相当于一个带有预言的细胞自动机.
- * 将观察到的相互作用解释为反射和意识的形式.
主要成果:
- *一个带有预言的细胞自动机可以模拟复杂的生物行为,比如真菌.
- * 环境相互作用揭示了可以解释为最小意识的反射性质.
- * 意识是通过对算术函数的任意修改 (行为混合) 来数学定义的.
结论:
- * 甲骨文图灵机器为理解行为杂交提供了一个数学语言.
- * 这项研究提供了一个关于意识的新数学视角.
- * 这种方法将理论计算与生物复杂性联系起来.
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