@inproceedings{025af8fcbe364037b9fc5ddb30b64d37,
title = "Working Memory Capacity and Generalization in Predictive Learning",
abstract = "The relationship between working memory and deliberative processing was examined in a human contingency learning experiment that employed the combined positive and negative patterning procedure of Shanks and Darby (1998). Participants with a large working memory capacity showed generalization consistent with the application of an opposites rule (i.e., a compound and its elements signal opposite outcomes), whilst individuals with a small working memory capacity showed generalization consistent with surface similarity. Working memory capacity was assessed via the Operation Span task (Turner & Engle, 1989). Implications for associative, inferential, and dual-process accounts of human learning are discussed.",
keywords = "associative learning, deliberative processing, generalization, rules, working memory",
author = "Wills, {Andy J.} and Barrasin, {Thomas J.} and McLaren, {Ian P.L.}",
note = "Publisher Copyright: {\textcopyright} CogSci 2011.; 33rd Annual Meeting of the Cognitive Science Society: Expanding the Space of Cognitive Science, CogSci 2011 ; Conference date: 20-07-2011 Through 23-07-2011",
year = "2011",
language = "English",
series = "Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011",
publisher = "The Cognitive Science Society",
pages = "3205--3210",
editor = "Laura Carlson and Christoph Hoelscher and Shipley, {Thomas F.}",
booktitle = "Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011",
}