形式、功能、思维:哪些不能计算(哪些可以计算)

Stuart A. Newman
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引用次数: 0

摘要

利用发育生物学和认知学的例子,详细探讨了计算和动力系统模型对生物体的适用性。发育形态发生依赖于发育组织的固有物质特性,这是一种非计算模式,但细胞分化利用基于染色质的可修正记忆库和类似程序的功能调用,通过meazoans特有的发育基因共表达系统,具有准计算基础。多吸引子动力学模型被认为被错误地应用于发展的全局属性,并且它表明,与计算主义一样,动力学同样不适合解释认知现象。有人建议将大脑和其他神经组织视为具有固有特性的可兴奋物质的新形式,这些特性能够增强存在于整个生命之树中的基于细胞的基础认知能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Form, function, mind: what doesn't compute (and what might)
The applicability of computational and dynamical systems models to organisms is scrutinized, using examples from developmental biology and cognition. Developmental morphogenesis is dependent on the inherent material properties of developing tissues, a non-computational modality, but cell differentiation, which utilizes chromatin-based revisable memory banks and program-like function-calling, via the developmental gene co-expression system unique to metazoans, has a quasi-computational basis. Multi-attractor dynamical models are argued to be misapplied to global properties of development, and it is suggested that along with computationalism, dynamicism is similarly unsuitable to accounting for cognitive phenomena. Proposals are made for treating brains and other nervous tissues as novel forms of excitable matter with inherent properties which enable the intensification of cell-based basal cognition capabilities present throughout the tree of life.
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