形式,功能,思维:什么不能计算 (什么可以计算)
1New York Medical College, Valhalla, NY, 10595, USA.
Biochemical and biophysical research communications
|May 23, 2024
概括
计算和动态模型在解释生物的发育和认知方面是有限的. 神经组织可能充当刺激性物质,增强一生内在的认知能力.
科学领域:
- 发展生物学 发展生物学
- 认知科学 认知科学
- 理论生物学 理论生物学
背景情况:
- 计算和动态系统模型越来越多地应用于生物系统.
- 现有的模型在充分解释复杂的生物过程 (如发育和认知) 时面临挑战.
- 甲基动物的发展涉及物质性质和准计算基因表达系统.
研究的目的:
- 仔细检查计算和动态系统模型对生物的适用性.
- 为理解生物发育和认知提出替代框架.
- 探索神经组织的性质及其在认知中的作用.
主要方法:
- 发育生物学和认知分析的例子.
- 发展中的多吸引力动态模型的批评.
- 神经组织作为可刺激物质的概念化.
- 与主动推理模型 (如自由能量原理) 的比较.
主要成果:
- 发育形态发生依赖于非计算材料特性.
- 在元动物中细胞分化表现出一种准计算的基础.
- 发展和认知的全球性属性不适合当前的动态和计算模型.
- 神经组织可以被视为可以刺激的物质,增强基础认知.
结论:
- 经典的计算主义和动态主义不足以解释认知.
- 对神经组织作为可刺激物质的新观点提供了一个有希望的方向.
- 这种观点与理解认知的积极推理原则保持一致.
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