The Neuroscience of Human Decision-Making Through the Lens of Learning and Memory
- PMID: 28213812
- DOI: 10.1007/7854_2016_468
The Neuroscience of Human Decision-Making Through the Lens of Learning and Memory
Abstract
We are called upon to make decisions, large and small, many times a day. Whether in the voting booth, the stock exchange, or the cafeteria line, we identify potential options, estimate and compare their subjective values, and make a choice. Decision-making has only recently become a focus for cognitive neuroscience. The last two decades have seen rapid progress in our understanding of the brain basis of at least some aspects of this rather complex aspect of cognition. This work has provided fresh perspectives on poorly understood brain regions, such as orbitofrontal cortex and ventral striatum. It has led to interesting interdisciplinary exchanges with diverse fields, notably economics, but also ecology and political science, among others. The novel perspectives arising from these exchanges have begun to be related to better understood aspects of cognition. In particular, it is increasingly clear that decision-making is tightly interlinked with learning and memory. Key early insights in decision neuroscience came from what were essentially reinforcement learning tasks. Recent work has made similar links to aspects of declarative memory. Indeed, decision-making can be seen as the link between memory of the past and future actions. This chapter reviews selected topics in decision neuroscience, with a particular focus on the links to learning and memory, and a particular emphasis on regions within prefrontal cortex.
Keywords: Choice; Frontal lobes; Heuristics; Orbitofrontal cortex; Reinforcement learning; Reward.
Similar articles
-
Multiple memory systems as substrates for multiple decision systems.Neurobiol Learn Mem. 2015 Jan;117:4-13. doi: 10.1016/j.nlm.2014.04.014. Epub 2014 May 15. Neurobiol Learn Mem. 2015. PMID: 24846190 Free PMC article.
-
Reactivation of Reward-Related Patterns from Single Past Episodes Supports Memory-Based Decision Making.J Neurosci. 2016 Mar 9;36(10):2868-80. doi: 10.1523/JNEUROSCI.3433-15.2016. J Neurosci. 2016. PMID: 26961943 Free PMC article.
-
The cognitive neuroscience of human decision making: a review and conceptual framework.Behav Cogn Neurosci Rev. 2004 Sep;3(3):159-72. doi: 10.1177/1534582304273251. Behav Cogn Neurosci Rev. 2004. PMID: 15653813 Review.
-
Contributions of the prefrontal cortex to the neural basis of human decision making.Neurosci Biobehav Rev. 2002 Oct;26(6):631-64. doi: 10.1016/s0149-7634(02)00021-0. Neurosci Biobehav Rev. 2002. PMID: 12479840 Review.
-
Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning.J Neurosci. 2016 Jan 27;36(4):1211-22. doi: 10.1523/JNEUROSCI.1901-15.2016. J Neurosci. 2016. PMID: 26818509 Free PMC article.
Cited by
-
Item memorability has no influence on value-based decisions.Sci Rep. 2022 Dec 21;12(1):22056. doi: 10.1038/s41598-022-26333-5. Sci Rep. 2022. PMID: 36543818 Free PMC article.
-
A Neuroscientific and Cognitive Literary Approach to the Treatment of Time in Calderón's Autos sacramentales.Front Integr Neurosci. 2022 Mar 28;16:780701. doi: 10.3389/fnint.2022.780701. eCollection 2022. Front Integr Neurosci. 2022. PMID: 35418840 Free PMC article.
-
Explainable AI: A Neurally-Inspired Decision Stack Framework.Biomimetics (Basel). 2022 Sep 9;7(3):127. doi: 10.3390/biomimetics7030127. Biomimetics (Basel). 2022. PMID: 36134931 Free PMC article.
-
The hippocampus supports deliberation during value-based decisions.Elife. 2019 Jul 3;8:e46080. doi: 10.7554/eLife.46080. Elife. 2019. PMID: 31268419 Free PMC article.
-
Goal-Dependent Hippocampal Representations Facilitate Self-Control.J Neurosci. 2023 Nov 15;43(46):7822-7830. doi: 10.1523/JNEUROSCI.0951-22.2023. Epub 2023 Sep 15. J Neurosci. 2023. PMID: 37714706 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous