Research School of Computer Science, The Australian National University, Australia.
Biosystems. 2021 May;203:104376. doi: 10.1016/j.biosystems.2021.104376. Epub 2021 Feb 12.
Category theory has recently been applied successfully beyond mathematics and its foundations, for example, in quantum physics, quantum computing, linguistics, and natural language processing in artificial intelligence. Category theory today is arguably foundations of science as well as foundations of mathematics. Yet applications of category theory to the life sciences are still limited, and there are seemingly no clearly successful paradigmatic cases of them. Here we address foundational aspects of category theory in and across the sciences, and potential structural interconnections between category theory and the life sciences, in particular cognitive science. More specifically, we first address the two aspects of category theory as foundations of science and as foundations of mathematics in particular, and then discuss what category theory could do for foundations of life science, in particular cognitive science. We propose, amongst other things, a categorical structuralist approach to the mind-body problem as an alternative to reductionist approaches, which is arguably of both scientific and metaphysical significance at the same time. Category theory allows us to elucidate structural interconnections between the laws of cognition and the laws of reality, thus paving the way for overcoming the Cartesian dualism separating the cognitive and physical worlds. Put another way, category theory suggests that there may be higher laws governing both worlds at once; the higher structuralist theory of cognition may embody the double aspect theory of information by David Chalmers.
范畴论最近不仅在数学及其基础领域,而且在量子物理、量子计算、语言学和人工智能中的自然语言处理等领域得到了成功的应用。今天,可以说范畴论是科学基础,也是数学基础。然而,范畴论在生命科学中的应用仍然有限,似乎没有明显成功的范例。在这里,我们探讨了科学内部和跨学科的范畴论的基础方面,以及范畴论与生命科学,特别是认知科学之间的潜在结构联系。更具体地说,我们首先讨论了范畴论作为科学基础和作为数学基础的两个方面,然后讨论了范畴论可以为生命科学基础,特别是认知科学基础做些什么。我们提出了一种范畴结构主义方法来解决身心问题,作为对还原论方法的替代,这在科学和形而上学方面同时具有重要意义。范畴论使我们能够阐明认知规律和现实规律之间的结构联系,从而为克服将认知世界和物理世界分开的笛卡尔二元论铺平了道路。换句话说,范畴论表明,可能同时存在更高的规律来支配这两个世界;大卫·查默斯的认知的双方面理论可能体现了信息的更高结构主义理论。