DOI: 10.3724/SP.J.1042.2017.00424

Advances in Psychological Science (心理科学进展) 2017/25:3 PP.424-430

The influence of working memory on perceptual category learning: Problem and conception

People tend to classify and store the cognitive objects according to different standards or rules, namely, category learning. As the basis of various cognitive processing, the working memory has an important effect on the category learning. Based on the existing researches, this paper combs the influence of the working memory on the implicit and explicit learning from three aspects of the executive function, visual processing and working memory capacity. At present, there are controversies about whether the executive function affects the implicit and explicit learning system and whether the working memory capacity has the consistent influence on the implicit and explicit learning system. What's more, whether the working memory influences the cognitive processing stage of the category learning is unclear. Therefore, the next stage needs to make clear the influence of its executive function on the implicit and explicit learning and further tests the reasonability of the influence of the working learning on the cognitive and processing model of the category learning.

Key words:working memory,visual processing,category learning,rule-based category structure,information-integration category structure

ReleaseDate:2017-04-10 17:44:40

刘万伦, 张奇. (2010). 类别数量对基于规则和信息整合类别学习的影响. 心理科学, 33(5), 1230-1233.

刘志雅, 莫雷, 张娟. (2007). 基于规则的类别学习和信息整合的类别学习. 心理科学, 30(6), 1429-1432.

孙海龙, 邢强. (2014). 反馈对知觉类别学习的影响及其认知神经生理机制. 心理科学进展, 22(1), 67-74.

邢强, 孙海龙. (2015). 延迟反馈与掩蔽类型对知觉类别学习的影响. 心理科学, 38(5), 1130-1135.

Ashby, F. G., Alfonso-Reese, L. A., Turken, A. U., & Waldron, E. M. (1998). A neuropsychological theory of multiple systems in category learning. Psychological Review, 105, 442-481.

Ashby, F. G., Ell, S. W., & Waldron, E. M. (2003). Procedural learning in perceptual categorization. Memory & Cognition, 31(7), 1114-1125.

Baddeley, A. (2012). Working memory:Theories, models, and controversies. The Annual Review of Psychology, 63, 1-29.

Casale, M. B., & Ashby, F. G. (2008). A role for the perceptual representation memory system in category learning. Perception & Psychophysics, 70(6), 983-999.

DeCaro, M. S., Thomas, R. D., & Beilock, S. L. (2008). Individual differences in category learning:Sometimes less working memory capacity is better than more. Cognition, 107, 284-294.

Dunn, J. C., Newell, B. R., & Kalish, M. L. (2012). The effect of feedback delay and feedback type on perceptual category learning:The limits of multiple systems. Journal of Experimental Psychology:Learning, Memory, and Cognition, 38(4), 840-859.

Filoteo, J. V., Lauritzen, S., & Maddox, W. T. (2010). Removing the frontal lobes:The effects of engaging executive functions on perceptual category learning. Psychological Science, 21, 415-423.

Foerde, K., Poldrack, R. A., & Knowlton, B. J. (2007). Secondary-task effects on classification learning. Memory & Cognition, 35, 864-874.

Grimm, L. R., & Maddox, W. T. (2013). Differential impact of relevant and irrelevant dimension primes on rule-based and information-integration category learning. Acta Psychological, 144, 530-537.

Huang-Pollock, C. L., Maddox, W. T., & Karalunas, S. L. (2011). Development of implicit and explicit category learning. Journal of Experimental Child Psychology, 109(3), 321-335.

Lewandowsky, S., Yang, L.-X., Newell, B. R., & Kalish, M. L. (2012). Working memory does not dissociate between different perceptual categorization tasks. Journal of Experimental Psychology:Learning, Memory, and Cognition, 38(4), 881-904.

Maddox, W. T., Ashby, F. G., Ing, A. D., & Pickering, A. D. (2004). Disrupting feedback processing interferes with rule-based but not information-integration category learning. Memory & Cognition, 32(4), 582-591.

Maddox, W. T., Love, B. C., Glass, B. D., & Filoteo, J. V. (2008). When more is less:Feedback effects in perceptual category learning. Cognition, 108(2), 578-589.

Miles, S. J., & Matsuki, K., & Minda, J. P. (2014). Continuous executive function disruption interferes with application of an information integration categorization strategy. Attention, Perception, & Psychophysics, 76, 1318-1334.

Miles, S. J., & Minda, J. P. (2011). The effects of concurrent verbal and visual tasks on category learning. Journal of Experimental Psychology:Learning, Memory, and Cognition, 37, 588-607.

Minda, J. P., Desroches, A. S., & Church, B. A. (2008). Learning rule-described and non-rule-described categories:A comparison of children and adults. Journal of Experimental Psychology:Learning, Memory, and Cognition, 34(6), 1518-1533.

Rabi, R., Miles, S. J., & Minda, J. P. (2015). Learning categories via rules and similarity:Comparing adults and children. Journal of Experimental Child Psychology, 131, 149-169.

Rabi, R., & Minda, J. P. (2014). Rule-based category learning in children:The role of age and executive functioning. PLoS One, 9(1), e85316.

Richler, J. J., & Palmeri, T. J. (2014). Visual category learning. Wiley Interdisciplinary Reviews:Cognitive Science, 5(1), 75-94.

Smith, J. D., Berg, M. E., Cook, R. G., Murphy, M. S., Crossley, M. J., Boomer, J.,... Grace, R. C. (2012). Implicit and explicit categorization:A tale of four species. Neuroscience & Biobehavioral Reviews, 36(10), 2355-2369.

Stanton, R. D., & Nosofsky, R. M. (2013). Category number impacts rule-based and information-integration category learning:A reassessment of evidence for dissociable category learning systems. Journal of Experimental Psychology:Learning, Memory, and Cognition, 39(4), 1174-1191.

Zaki, S. R., & Kleinschmidt, D. F. (2014). Procedural memory effects in categorization:Evidence for multiple systems or task complexity? Memory and Cognition, 42(3), 508-524.

Zeithamova, D., & Maddox, W. T. (2006). Dual-task interference in perceptual category leaning. Memory and Cognition, 34(2), 387-398.

Zeithamova, D., & Maddox, W. T. (2007). The role of visuospatial and verbal working memory in perceptual category learning. Memory and Cognition, 35(6), 1380-1398.