Symbiosis between neuroscience and computing

Francisco Cedrón Santaeufemia, Sara Álvarez González, Ana Porto
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Abstract

This paper presents how two apparently distinct branches, neuroscience and artificial intelligence, can collaborate in a symbiosis that allows them to join forces for new discoveries. Researchers specialising in the field of neuroscience can put forward conjectures and hypotheses that they have not been able to test for various reasons (high cost of testing, highly specialised simulations that programmes such as Neuron do not allow, etc.). All these questions posed by neuroscientists can be implemented by artificial intelligence experts within the connectionist branch. This allows new paradigms to appear in the artificial intelligence branch, and in the neuroscience branch to have a clearer idea of which hypothesis makes more sense in information processing. An example of this symbiosis has been the study of the tripartite synapse between neuron and astrocytes.
神经科学和计算机之间的共生关系
这篇论文展示了两个明显不同的分支,神经科学和人工智能,如何以一种共生的方式合作,使它们能够联合起来获得新的发现。专门从事神经科学领域的研究人员可以提出由于各种原因(测试成本高,高度专业化的模拟程序如Neuron不允许,等等)而无法测试的猜想和假设。神经科学家提出的所有这些问题都可以由连接主义分支内的人工智能专家来实现。这使得人工智能分支和神经科学分支能够更清楚地了解哪种假设在信息处理中更有意义。这种共生关系的一个例子是神经元和星形胶质细胞之间的三方突触的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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