How We Use Rules to Select Actions: a Review of Evidence from Cognitive Neuroscience

Overview

Journal Cogn Affect Behav Neurosci

Publisher Springer

Specialties Neurology
Social Sciences

Date 2005 Apr 27

PMID 15849898

Citations 147

Authors

Silvia A Bunge

Affiliations

Soon will be listed here.

Abstract

Much of our behavior is guided by rules, or prescribed guides for action. In this review, I consider the current state of knowledge of how rules are learned, stored in the brain, and retrieved and used as the need arises. The focus is primarily on studies in humans, but the review is informed by relevant studies in nonhuman primates. Ventrolateral prefrontal cortex (VLPFC) has been implicated in rule learning, retrieval from long-term memory, and on-line maintenance during task preparation. Interactions between VLPFC and temporal cortex are required for rule retrieval in nonhuman primates, and brain imaging findings in humans suggest that rule knowledge is stored in the posterior middle temporal gyrus. Dorsolateral PFC appears to be more closely related to rule-based response selection than to rule retrieval. An important task for the future is to explain how PFC, basal ganglia, and temporal, parietal, and motor cortices interact to produce rule-guided behavior.

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References

Tyler L, Stamatakis E, Dick E, Bright P, Fletcher P, Moss H . Objects and their actions: evidence for a neurally distributed semantic system. Neuroimage. 2003; 18(2):542-57. DOI: 10.1016/s1053-8119(02)00047-2. View

Braver T, Barch D . A theory of cognitive control, aging cognition, and neuromodulation. Neurosci Biobehav Rev. 2002; 26(7):809-17. DOI: 10.1016/s0149-7634(02)00067-2. View

Bunge S, Burrows B, Wagner A . Prefrontal and hippocampal contributions to visual associative recognition: interactions between cognitive control and episodic retrieval. Brain Cogn. 2004; 56(2):141-52. DOI: 10.1016/j.bandc.2003.08.001. View

Beauchamp M, Lee K, Haxby J, Martin A . FMRI responses to video and point-light displays of moving humans and manipulable objects. J Cogn Neurosci. 2003; 15(7):991-1001. DOI: 10.1162/089892903770007380. View

Rainer G, Rao S, Miller E . Prospective coding for objects in primate prefrontal cortex. J Neurosci. 1999; 19(13):5493-505. PMC: 6782318. View

Ramnani N, Owen A . Anterior prefrontal cortex: insights into function from anatomy and neuroimaging. Nat Rev Neurosci. 2004; 5(3):184-94. DOI: 10.1038/nrn1343. View

Aron A, Robbins T, Poldrack R . Inhibition and the right inferior frontal cortex. Trends Cogn Sci. 2004; 8(4):170-7. DOI: 10.1016/j.tics.2004.02.010. View

Quintana J, Fuster J . Mnemonic and predictive functions of cortical neurons in a memory task. Neuroreport. 1992; 3(8):721-4. DOI: 10.1097/00001756-199208000-00018. View

Brass M, Ruge H, Meiran N, Rubin O, Koch I, Zysset S . When the same response has different meanings: recoding the response meaning in the lateral prefrontal cortex. Neuroimage. 2003; 20(2):1026-31. DOI: 10.1016/S1053-8119(03)00357-4. View

10.

Shohamy D, Myers C, Grossman S, Sage J, Gluck M, Poldrack R . Cortico-striatal contributions to feedback-based learning: converging data from neuroimaging and neuropsychology. Brain. 2004; 127(Pt 4):851-9. DOI: 10.1093/brain/awh100. View

11.

Rowe J, Passingham R . Working memory for location and time: activity in prefrontal area 46 relates to selection rather than maintenance in memory. Neuroimage. 2001; 14(1 Pt 1):77-86. DOI: 10.1006/nimg.2001.0784. View

12.

Murray E, Bussey T, Wise S . Role of prefrontal cortex in a network for arbitrary visuomotor mapping. Exp Brain Res. 2000; 133(1):114-29. DOI: 10.1007/s002210000406. View

13.

DEsposito M, Ballard D, Zarahn E, Aguirre G . The role of prefrontal cortex in sensory memory and motor preparation: an event-related fMRI study. Neuroimage. 2000; 11(5 Pt 1):400-8. DOI: 10.1006/nimg.2000.0571. View

14.

Kellenbach M, Brett M, Patterson K . Actions speak louder than functions: the importance of manipulability and action in tool representation. J Cogn Neurosci. 2003; 15(1):30-46. DOI: 10.1162/089892903321107800. View

15.

Johnson M, Raye C, Mitchell K, Greene E, Anderson A . FMRI evidence for an organization of prefrontal cortex by both type of process and type of information. Cereb Cortex. 2003; 13(3):265-73. DOI: 10.1093/cercor/13.3.265. View

16.

Botvinick M, Plaut D . Doing without schema hierarchies: a recurrent connectionist approach to normal and impaired routine sequential action. Psychol Rev. 2004; 111(2):395-429. DOI: 10.1037/0033-295X.111.2.395. View

17.

Brass M, von Cramon D . The role of the frontal cortex in task preparation. Cereb Cortex. 2002; 12(9):908-14. DOI: 10.1093/cercor/12.9.908. View

18.

Burgess P, Veitch E, de Lacy Costello A, Shallice T . The cognitive and neuroanatomical correlates of multitasking. Neuropsychologia. 2000; 38(6):848-63. DOI: 10.1016/s0028-3932(99)00134-7. View

19.

Nelson J, Reuter-Lorenz P, Sylvester C, Jonides J, Smith E . Dissociable neural mechanisms underlying response-based and familiarity-based conflict in working memory. Proc Natl Acad Sci U S A. 2003; 100(19):11171-5. PMC: 196946. DOI: 10.1073/pnas.1334125100. View

20.

Fuster J . Prefrontal neurons in networks of executive memory. Brain Res Bull. 2000; 52(5):331-6. DOI: 10.1016/s0361-9230(99)00258-0. View