under construction.
find learning and skill acquisition papers under
CLARION
and
other topic pages.
- S. Helie and R. Sun, Incubation, insight, and creative problem solving: A unified theory and a connectionist model. Psychological Review, Vol.117, No.3, pp.994-1024. 2010.
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- N. Wilson, R. Sun, and R. Mathews, A motivationally-based simulation of performance degradation under pressure . Neural Networks, Vol.22, pp.502-508. 2009.
- R. Sun, X. Zhang, and R. Mathews, Capturing human data in a letter counting task: Accessibility and action-centeredness in representing cognitive skills . Neural Networks, Vol.22, pp.15-29. 2009.
- S. Lane, R. Mathews, B. Sallas, R. Prattini, and R. Sun, Facilitative interactions of model- and experience-based processes: Implications for type and flexibility of representation . Memory and Cognition, Vol.36, No.1, pp.157-169. 2008.
- B. Sallas, R. Mathews, S. Lane, and R. Sun, Developing rich and quickly accessed knowledge of an artificial grammar . Memory and Cognition, Vol.35, No.8, pp.2118-2133. 2007.
- R. Sun, R. Mathews, and S. Lane, Implicit and explicit processes in the development of cognitive skills: A theoretical interpretation with some practical implications for science education. In: E. Vargios (ed.), Educational Psychology Research Focus, pp.1-26. Nova Science Publishers, Hauppauge, NY. 2007.
- R. Sun, X. Zhang, P. Slusarz, and R. Mathews, The interaction of implicit learning, explicit hypothesis testing learning, and implicit-to-explicit knowledge extraction . Neural Networks, Vol.20, No.1, pp.34-47. 2007. [Elsevier formatted PDF]
- I. Naveh and R. Sun, A cognitively based simulation of academic science . Computational and Mathematical Organization Theory, Vol.12, pp.313-337. 2006.
- R. Sun, P. Slusarz, and C. Terry, The interaction of the explicit and the implicit in skill learning: A dual-process approach.Psychological Review, Vol.112, No.1, pp.159-192. 2005.
- R. Sun and X. Zhang, Top-down versus bottom-up learning in cognitive skill acquisition. Cognitive Systems Research, Vol.5, No.1, pp.63-89, March 2004. [Elsevier-formatted PDF]
- T. Domangue, R. Mathews, R. Sun, L. Roussel, and C. Guidry, The effects of model-based and memory-based processing on speed and accuracy of grammar string generation . Journal of Experimental Psychology: Learning, Memory, and Cognition, 30 (5), pp.1002-1011. 2004.
- R. Sun and I. Naveh, Simulating organizational decision-making using a cognitively realistic agent model. Journal of Artificial Societies and Social Simulation, Vol.7, No.3. 2004. [ http://jasss.soc.surrey.ac.uk/7/3/5.html ]
- R. Sun, E. Merrill, and T. Peterson, From implicit skills to explicit knowledge: a bottom-up model of skill learning Cognitive Science, Vol.25, No.2, pp.203-244. 2001. [ PDF] [Elsevier-formatted PDF]
- R. Sun, E. Merrill, and T. Peterson, Knowledge acquisition via bottom-up skill learning. Knowledge Engineering: Systems, Techniques and Applications, ed. C. Leondes, Academic Press. 2000.
- N. Wilson, R. Sun, and R. Mathews, A motivationally based computational interpretation of social anxiety induced stereotype bias . Proceedings of the Annual Conference of the Cognitive Science Society, pp.1750-1755. Cognitive Science Society, Austin, Texas. 2010.
- S. Helie and R. Sun, Creative problem solving: A CLARION theory . Proceedings of the 2010 International Joint Conference on Neural Networks, Barcelona, Spain. pp.1460-1466. IEEE Press, Piscataway, NJ. 2010.
- S. Helie and R. Sun, Simulating incubation effects using the explicit-implicit interaction with Bayes factor (EII-BF) Model . Proceedings of the International Joint Conference on Neural Networks, Atlanta, Georgia, USA. pp.1199-1205. IEEE Press, Piscataway, NJ. 2009.
- S. Helie and R. Sun, Knowledge integration in creative problem solving. Proceedings of the 2008 Annual Conference of the Cognitive Science Society, Washington, DC. pp.1681-1686. Published by the Cognitive Science Society. July, 2008.
- S. Helie, R. Sun, and L. Xiong, Mixed effects of distractor tasks on incubation. Proceedings of the 2008 Annual Conference of the Cognitive Science Society, Washington, DC. pp.1251-1256. Published by the Cognitive Science Society. July, 2008.
- R. Sun and I. Naveh, A cognitively based simulation of simple organizations. Proceedings of the 27th Annual Conference of the Cognitive Science Society, Stresa, Italy. Lawrence Erlbaum Associates, Mahwah, NJ. 2005.
- R. Sun and X. Zhang, Accessibility versus action-centeredness in the representation of cognitive skills. Proceedings of the Fifth International Conference on Cognitive Modeling. Bamberg, Germany, April 10-12, 2003 [ PDF]
- R. Sun and C. Terry, Implicit learning of serial reaction time tasks: Connectionist vs. symbolic models. Proceedings of the 24th Annual Conference of the Cognitive Science Society, Fairfax, VA. Lawrence Erlbaum Associates, Mahwah, NJ. 2002. [ PDF]
- R. Sun and X. Zhang, Top-down versus bottom-up learning in skill acquisition. Proceedings of the 24th Annual Conference of the Cognitive Science Society, Fairfax, VA. Lawrence Erlbaum Associates, Mahwah, NJ. 2002. [ PDF]
- P. Slusarz and R. Sun, The interaction of explicit and implicit learning: An integrated model. Proceedings of Cognitive Science Society Conference, Edinburgh, pp.952-957. 2001. [ PDF]
- R. Sun, E. Merrill, and T. Peterson, A bottom-up model of skill learning. Proceedings of the 20th Conference of Cognitive Science Society, August, 1998. pp.1037-1042. Lawrence Erlbaum Associates.
- R. Sun, E. Merrill, and T. Peterson, Skill learning using a bottom-up hybrid model. Proceedings of The Second European Conference on Cognitive Modeling, Nottingham, UK. April, 1998.