Symbol and Substrate: A Methodological Approach to Computation in Cognitive Science

IF 1.8 Q2 PSYCHOLOGY, MULTIDISCIPLINARY
{"title":"Symbol and Substrate: A Methodological Approach to Computation in Cognitive Science","authors":"","doi":"10.1007/s13164-023-00719-4","DOIUrl":null,"url":null,"abstract":"<h3>Abstract</h3> <p>Cognitive scientists use computational models to represent the results of their experimental work and to guide further research. Neither of these claims is particularly controversial, but the philosophical and evidentiary statuses of these models are hotly debated. To clarify the issues, I return to Newell and Simon’s 1972 exposition on the computational approach; they herald its ability to describe mental operations despite that the neuroscience of the time could not. Using work on visual imagery (cf. imagination) as a guide, I examine the extent to which this holds true today. Does contemporary neuroscience contain mechanisms capable of describing experimental results in imagery? I argue that it does not, first by exploring foundational achievements in imagery research then by showing that their neural basis cannot be specified. Newell and Simon’s methodological position accordingly stands, even 50 years later. Computational — as opposed to physiological — descriptions must be retained to characterize and study mental phenomena, even as we learn high-level details of their implementation via brain data.</p>","PeriodicalId":47055,"journal":{"name":"Review of Philosophy and Psychology","volume":null,"pages":null},"PeriodicalIF":1.8000,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Review of Philosophy and Psychology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s13164-023-00719-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Cognitive scientists use computational models to represent the results of their experimental work and to guide further research. Neither of these claims is particularly controversial, but the philosophical and evidentiary statuses of these models are hotly debated. To clarify the issues, I return to Newell and Simon’s 1972 exposition on the computational approach; they herald its ability to describe mental operations despite that the neuroscience of the time could not. Using work on visual imagery (cf. imagination) as a guide, I examine the extent to which this holds true today. Does contemporary neuroscience contain mechanisms capable of describing experimental results in imagery? I argue that it does not, first by exploring foundational achievements in imagery research then by showing that their neural basis cannot be specified. Newell and Simon’s methodological position accordingly stands, even 50 years later. Computational — as opposed to physiological — descriptions must be retained to characterize and study mental phenomena, even as we learn high-level details of their implementation via brain data.

符号与基质:认知科学中的计算方法论
摘要 认知科学家使用计算模型来表示他们的实验结果并指导进一步的研究。这两种说法都没有特别的争议,但这些模型的哲学和证据地位却引起了激烈的争论。为了澄清这些问题,我回到纽厄尔和西蒙在 1972 年对计算方法的阐述;他们预言,尽管当时的神经科学无法描述心理运作,但计算方法却有能力描述心理运作。以视觉意象(参见想象力)的研究为指导,我探讨了这一观点在今天的适用程度。当代神经科学是否包含能够描述意象实验结果的机制?我首先探讨了意象研究的奠基性成果,然后证明这些成果的神经基础无法具体化,从而论证了当代神经科学并不具备这种机制。因此,纽厄尔和西蒙的方法论立场即使在 50 年后的今天依然有效。在描述和研究心理现象时,必须保留计算描述,而不是生理描述,即使我们通过大脑数据了解到心理现象实现的高层次细节。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Review of Philosophy and Psychology
Review of Philosophy and Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
4.70
自引率
5.00%
发文量
60
期刊介绍: The Review of Philosophy and Psychology is a peer-reviewed journal focusing on philosophical and foundational issues in cognitive science. The aim of the journal is to provide a forum for discussion on topics of mutual interest to philosophers and psychologists and to foster interdisciplinary research at the crossroads of philosophy and the sciences of the mind, including the neural, behavioural and social sciences. The journal publishes theoretical works grounded in empirical research as well as empirical articles on issues of philosophical relevance. It includes thematic issues featuring invited contributions from leading authors together with articles answering a call for papers. The Review of Philosophy and Psychology is published quarterly and is hosted at the Jean Nicod Institute, a research centre of the French Centre National de la Recherche Scientifique. It was formerly published as the "European Review of Philosophy" by CSLI Publications, Stanford.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信