Stimulus coding in human associative learning: flexible representations of parts and wholes
- PMID: 18031954
- DOI: 10.1016/j.beproc.2007.09.013
Stimulus coding in human associative learning: flexible representations of parts and wholes
Abstract
An enduring theme for theories of associative learning is the problem of explaining how configural discriminations--ones in which the significance of combinations of cues is inconsistent with the significance of the individual cues themselves-are learned. One approach has been to assume that configurations are the basic representational form on which associative processes operate, another has tried in contrast to retain elementalism. We review evidence that human learning is representationally flexible in a way that challenges both configural and elemental theories. We describe research showing that task demands, prior experience, instructions, and stimulus properties all influence whether a particular problem is solved configurally or elementally. Lines of possible future theory development are discussed.
Comment in
-
Further challenges to elemental and configural accounts of associative learning.Behav Processes. 2008 Mar;77(3):428-30. doi: 10.1016/j.beproc.2007.09.008. Epub 2007 Oct 2. Behav Processes. 2008. PMID: 17988805 No abstract available.
-
What are flexible representations? Commentary on Melchers, Shanks and Lachnit.Behav Processes. 2008 Mar;77(3):437-9. doi: 10.1016/j.beproc.2007.09.006. Epub 2007 Oct 2. Behav Processes. 2008. PMID: 17988806 No abstract available.
-
It's elemental my dear Watson.Behav Processes. 2008 Mar;77(3):434-6. doi: 10.1016/j.beproc.2007.09.007. Epub 2007 Oct 2. Behav Processes. 2008. PMID: 17996397 No abstract available.
-
Associative models can describe both causal learning and conditioning.Behav Processes. 2008 Mar;77(3):443-5. doi: 10.1016/j.beproc.2007.09.010. Epub 2007 Oct 5. Behav Processes. 2008. PMID: 17997048 No abstract available.
-
The elemental-configural distinction: a problem of two dimensions. Commentary on Melchers, Shanks, and Lachnit (2007).Behav Processes. 2008 Mar;77(3):431-3. doi: 10.1016/j.beproc.2007.09.009. Epub 2007 Oct 5. Behav Processes. 2008. PMID: 17997049 No abstract available.
-
The flexibility thesis: a critique--commentary on Melchers,Shanks and Lachnit.Behav Processes. 2008 Mar;77(3):440-2. doi: 10.1016/j.beproc.2007.09.012. Epub 2007 Oct 13. Behav Processes. 2008. PMID: 18036749 No abstract available.
-
Configural and elemental processing in associative learning: commentary on Melchers, Shanks and Lachnit.Behav Processes. 2008 Mar;77(3):446-50. doi: 10.1016/j.beproc.2007.09.011. Epub 2007 Oct 5. Behav Processes. 2008. PMID: 18164142
Similar articles
-
Configural and elemental processing in associative learning: commentary on Melchers, Shanks and Lachnit.Behav Processes. 2008 Mar;77(3):446-50. doi: 10.1016/j.beproc.2007.09.011. Epub 2007 Oct 5. Behav Processes. 2008. PMID: 18164142
-
Further challenges to elemental and configural accounts of associative learning.Behav Processes. 2008 Mar;77(3):428-30. doi: 10.1016/j.beproc.2007.09.008. Epub 2007 Oct 2. Behav Processes. 2008. PMID: 17988805 No abstract available.
-
Associative models can describe both causal learning and conditioning.Behav Processes. 2008 Mar;77(3):443-5. doi: 10.1016/j.beproc.2007.09.010. Epub 2007 Oct 5. Behav Processes. 2008. PMID: 17997048 No abstract available.
-
The role of associative history in models of associative learning: a selective review and a hybrid model.Q J Exp Psychol B. 2004 Jul;57(3):193-243. doi: 10.1080/02724990344000141. Q J Exp Psychol B. 2004. PMID: 15204108 Review.
-
Extending the role of associative learning processes in nicotine addiction.Behav Cogn Neurosci Rev. 2004 Sep;3(3):143-58. doi: 10.1177/1534582304272005. Behav Cogn Neurosci Rev. 2004. PMID: 15653812 Review.
Cited by
-
Integrating and fragmenting memories under stress and alcohol.Neurobiol Stress. 2024 Feb 8;30:100615. doi: 10.1016/j.ynstr.2024.100615. eCollection 2024 May. Neurobiol Stress. 2024. PMID: 38375503 Free PMC article.
-
Exploring a latent cause theory of classical conditioning.Learn Behav. 2012 Sep;40(3):255-68. doi: 10.3758/s13420-012-0080-8. Learn Behav. 2012. PMID: 22927000
-
Sampling capacity underlies individual differences in human associative learning.J Exp Psychol Anim Learn Cogn. 2014 Apr;40(2):133-43. doi: 10.1037/xan0000012. J Exp Psychol Anim Learn Cogn. 2014. PMID: 24446699 Free PMC article.
-
An exploration of error-driven learning in simple two-layer networks from a discriminative learning perspective.Behav Res Methods. 2022 Oct;54(5):2221-2251. doi: 10.3758/s13428-021-01711-5. Epub 2022 Jan 14. Behav Res Methods. 2022. PMID: 35032022 Free PMC article.
-
Revisiting the learning curve (once again).Front Psychol. 2013 Dec 26;4:982. doi: 10.3389/fpsyg.2013.00982. eCollection 2013. Front Psychol. 2013. PMID: 24421774 Free PMC article.
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources