Attaining landmark status: Rumelhart and McClelland's PDP Volumes and the Connectionist Paradigm.

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Title: Attaining landmark status: Rumelhart and McClelland's PDP Volumes and the Connectionist Paradigm.
Authors: Gibbons, Michelle
Source: Journal of the History of the Behavioral Sciences. Winter2019, Vol. 55 Issue 1, p54-70. 17p.
Subjects: Connectionism, Cognitive science, Cognition, Philosophy of mind, Biological models, Rumelhart, David, McClelland, James
Abstract: In 1986, David Rumelhart and James McClelland published their two‐volume work, Parallel distributed processing: Explorations in microcognition, Volume 1: Foundations and Volume 2: Psychological and biological models. These volumes soon become classic texts in both connectionism, specifically, and in the cognitive science field more generally. Drawing on oral histories, book reviews, translations, citation records, and close textual analysis, this paper analyzes how and why they attained landmark status. It argues that McClelland and Rumelhart's volumes became classics largely as a result of a confluence of rhetorical factors. Specifically, the PDP Volumes appeared at a kairotic moment in the history of connectionism, publishing dynamics that facilitated their circulation played an important role, and the volumes were ambiguous about the relationship between model and brain in a manner that enabled them to address an expansive audience. In so doing, this paper offers insight into both the history of cognitive science and rhetoric's role in establishing classic texts. [ABSTRACT FROM AUTHOR]
Copyright of Journal of the History of the Behavioral Sciences is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+the+History+of+the+Behavioral+Sciences%22">Journal of the History of the Behavioral Sciences</searchLink>. Winter2019, Vol. 55 Issue 1, p54-70. 17p.
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  Data: <searchLink fieldCode="DE" term="%22Connectionism%22">Connectionism</searchLink><br /><searchLink fieldCode="DE" term="%22Cognitive+science%22">Cognitive science</searchLink><br /><searchLink fieldCode="DE" term="%22Cognition%22">Cognition</searchLink><br /><searchLink fieldCode="DE" term="%22Philosophy+of+mind%22">Philosophy of mind</searchLink><br /><searchLink fieldCode="DE" term="%22Biological+models%22">Biological models</searchLink><br /><searchLink fieldCode="DE" term="%22Rumelhart%2C+David%22">Rumelhart, David</searchLink><br /><searchLink fieldCode="DE" term="%22McClelland%2C+James%22">McClelland, James</searchLink>
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  Data: In 1986, David Rumelhart and James McClelland published their two‐volume work, Parallel distributed processing: Explorations in microcognition, Volume 1: Foundations and Volume 2: Psychological and biological models. These volumes soon become classic texts in both connectionism, specifically, and in the cognitive science field more generally. Drawing on oral histories, book reviews, translations, citation records, and close textual analysis, this paper analyzes how and why they attained landmark status. It argues that McClelland and Rumelhart's volumes became classics largely as a result of a confluence of rhetorical factors. Specifically, the PDP Volumes appeared at a kairotic moment in the history of connectionism, publishing dynamics that facilitated their circulation played an important role, and the volumes were ambiguous about the relationship between model and brain in a manner that enabled them to address an expansive audience. In so doing, this paper offers insight into both the history of cognitive science and rhetoric's role in establishing classic texts. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Journal of the History of the Behavioral Sciences is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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