Skip to main content

The Neuroscience of Human Decision-Making Through the Lens of Learning and Memory

  • Chapter
Behavioral Neuroscience of Learning and Memory

Part of the book series: Current Topics in Behavioral Neurosciences ((CTBN,volume 37))

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Ainslie G (2001) Breakdown of will. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Andelman F, Hoofien D, Goldberg I, Aizenstein O, Neufeld MY (2010) Bilateral hippocampal lesion and a selective impairment of the ability for mental time travel. Neurocase Case Stud Neuropsychol Neuropsychiatry Behav Neurol 16(5):426–435

    Google Scholar 

  • Anderson BA, Laurent PA, Yantis S (2011) Value-driven attentional capture. Proc Natl Acad Sci USA. 108(25):10367–10371

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Aron AR, Monsell S, Sahakian BJ, Robbins TW (2004) A componential analysis of task-switching deficits associated with lesions of left and right frontal cortex. Brain 127(7):1561–1573

    Article  PubMed  Google Scholar 

  • Aston-Jones G, Cohen JD (2005) An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance. Annu Rev Neurosci 28:403–450

    Article  CAS  PubMed  Google Scholar 

  • Atance CM, O’Neill DK (2001) Episodic future thinking. Trends Cogn Sci 5(12):533–539

    Article  PubMed  Google Scholar 

  • Barto AG (1994) Adaptive Critics and the Basal Ganglia. Model Inf Process Basal Ganglia 394

    Google Scholar 

  • Bartra O, McGuire JT, Kable JW (2013) The valuation system: a coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value. Neuroimage. 76:412–427

    Article  PubMed  Google Scholar 

  • Bechara A, Damasio H, Tranel D, Damasio AR (1997) Deciding advantageously before knowing the advantageous strategy. Science 275:1293–1295

    Article  CAS  PubMed  Google Scholar 

  • Botvinick MM, Cohen JD (2014) The computational and neural basis of cognitive control: charted territory and new frontiers. Cogn Sci 38(6):1249–1285

    Article  PubMed  Google Scholar 

  • Budhani S, Marsh AA, Pine DS, Blair RJR (2007) Neural correlates of response reversal: considering acquisition. Neuroimage 34(4):1754–1765

    Article  CAS  PubMed  Google Scholar 

  • Butter C (1968) Perseveration in extinction and in discrimination reversal tasks following selective frontal ablations in Macaca mulatta. Physiol Behav 4:163–171

    Article  Google Scholar 

  • Camille N, Tsuchida A, Fellows LK (2011a) Double dissociation of stimulus-value and action-value learning in humans with orbitofrontal or anterior cingulate cortex damage. J Neurosci 31(42):15048–15052

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Camille N, Griffiths CA, Vo K, Fellows LK, Kable JW (2011b) Ventromedial frontal lobe damage disrupts value maximization in humans. J Neurosci 31(20):7527–7532

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chaumon M, Kveraga K, Barrett LF, Bar M (2013) Visual predictions in the orbitofrontal cortex rely on associative content. Cereb Cortex 1–9

    Google Scholar 

  • Clark L, Bechara A, Damasio H, Aitken MRF, Sahakian BJ, Robbins TW (2008) Differential effects of insular and ventromedial prefrontal cortex lesions on risky decision-making. Brain 131:1311–1322

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Clark L, Studer B, Bruss J, Tranel D, Bechara A (2014) Damage to insula abolishes cognitive distortions during simulated gambling. Proc Natl Acad Sci USA 111(16):6098–6103

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cools R, Robbins TW (2004) Chemistry of the adaptive mind. Philos Trans A Math Phys Eng Sci. 362(1825):2871–2888

    Article  CAS  PubMed  Google Scholar 

  • Dagher A, Robbins TW (2009) Personality, addiction, dopamine: insights from Parkinson’s disease. Neuron 61(4):502–510

    Article  CAS  PubMed  Google Scholar 

  • Daw ND, Niv Y, Dayan P (2005) Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nat Neurosci 8(12):1704–1711

    Article  CAS  PubMed  Google Scholar 

  • Della Libera C, Chelazzi L (2006) Visual selective attention and the effects of monetary rewards. Psychol Sci 17(3):222–227

    Article  PubMed  Google Scholar 

  • Dias R, Robbins TW, Roberts AC (1996) Dissociation in prefrontal cortex of affective and attentional shifts. Nature 380(6569):69–72

    Article  CAS  PubMed  Google Scholar 

  • Doll BB, Duncan KD, Simon DA, Shohamy D, Daw ND (2015) Model-based choices involve prospective neural activity. Nat Neurosci 18(5):767–772

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fellows LK (2004) The cognitive neuroscience of human decision making: a review and conceptual framework. Behav Cogn Neurosci Rev 3:159–172

    Article  PubMed  Google Scholar 

  • Fellows LK (2006) Deciding how to decide: ventromedial frontal lobe damage affects information acquisition in multi-attribute decision making. Brain. 129:944–952

    Article  PubMed  Google Scholar 

  • Fellows LK, Farah MJ (2003) Ventromedial frontal cortex mediates affective shifting in humans: evidence from a reversal learning paradigm. Brain. 126:1830–1837

    Article  PubMed  Google Scholar 

  • Fellows LK, Farah MJ (2005a) Different underlying impairments in decision-making following ventromedial and dorsolateral frontal lobe damage in humans. Cereb Cortex 15:58–63

    Article  PubMed  Google Scholar 

  • Fellows LK, Farah MJ (2005b) Dissociable elements of human foresight: a role for the ventromedial frontal lobes in framing the future, but not in discounting future rewards. Neuropsychologia 43:1214–1221

    Article  PubMed  Google Scholar 

  • Fellows LK, Farah MJ (2007) The role of ventromedial prefrontal cortex in decision making: Judgment under uncertainty or judgment per se? Cereb Cortex 17:2669–2674

    Article  PubMed  Google Scholar 

  • Frank MJ, Seeberger LC (2004) O’reilly RC. By carrot or by stick: cognitive reinforcement learning in parkinsonism. Science 306(5703):1940–1943

    Article  CAS  PubMed  Google Scholar 

  • Gabay AS, Radua J, Kempton MJ, Mehta MA (2014) The Ultimatum Game and the brain: a meta-analysis of neuroimaging studies. Neurosci Biobehav Rev 47:549–558

    Article  Google Scholar 

  • Ghods-Sharifi S, Haluk DM, Floresco SB (2008) Differential effects of inactivation of the orbitofrontal cortex on strategy set-shifting and reversal learning. Neurobiol Learn Mem 89(4):567–573

    Article  PubMed  Google Scholar 

  • Ghosh VE, Moscovitch M, Melo Colella B, Gilboa A (2014) Schema representation in patients with ventromedial PFC lesions. J Neurosci 34(36):12057–12070

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gilboa A, Alain C, Stuss DT, Melo B, Miller S, Moscovitch M (2006) Mechanisms of spontaneous confabulations: a strategic retrieval account. Brain. 129(6):1399–1414

    Article  PubMed  Google Scholar 

  • Glascher J, Adolphs R, Damasio H, Bechara A, Rudrauf D, Calamia M et al (2012) Lesion mapping of cognitive control and value-based decision making in the prefrontal cortex. Proc Natl Acad Sci 109(36):14681–14686

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Glimcher P (2002) Decisions, decisions, decisions: choosing a biological science of choice. Neuron 36(2):323–32

    Article  CAS  PubMed  Google Scholar 

  • Glimcher PW, Fehr E (2014) Neuroeconomics: decision making and the brain, 2nd edn. Elsevier/Academic Press, Amsterdam/Boston

    Google Scholar 

  • Glimcher PW, Rustichini A (2004) Neuroeconomics: the consilience of brain and decision. Science 306:447–452

    Article  CAS  PubMed  Google Scholar 

  • Goldstein DG, Gigerenzer G (2002) Models of ecological rationality: the recognition heuristic. Psychol Rev 109(1):75–90

    Article  PubMed  Google Scholar 

  • Gu X, Wang X, Hula A, Wang S, Xu S, Lohrenz TM et al (2015) Necessary, yet dissociable contributions of the insular and ventromedial prefrontal cortices to norm adaptation: computational and lesion evidence in humans. J Neurosci 35(2):467–473

    Article  CAS  PubMed  Google Scholar 

  • Hampton AN, O’Doherty JP (2007) Decoding the neural substrates of reward-related decision making with functional MRI. Proc Natl Acad Sci USA. 104(4):1377–1382

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hampton AN, Adolphs R, Tyszka MJ, O’Doherty JP (2007) Contributions of the amygdala to reward expectancy and choice signals in human prefrontal cortex. Neuron 55(4):545–555

    Article  CAS  PubMed  Google Scholar 

  • Hare TA, Malmaud J, Rangel A (2011) Focusing attention on the health aspects of foods changes value signals in vmPFC and improves dietary choice. J Neurosci 31(30):11077–11087

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hayden BY, Pearson JM, Platt ML (2011) Neuronal basis of sequential foraging decisions in a patchy environment. Nat Neurosci 14:933–939

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Henri-Bhargava A, Simioni A, Fellows LK (2012) Ventromedial frontal lobe damage disrupts the accuracy, but not the speed, of value-based preference judgments. Neuropsychologia 50:1536–1542

    Article  PubMed  Google Scholar 

  • Holroyd CB, Nieuwenhuis S, Yeung N, Nystrom L, Mars RB, Coles MGH et al (2004) Dorsal anterior cingulate cortex shows fMRI response to internal and external error signals. Nat Neurosci 7(5):497–498

    Article  CAS  PubMed  Google Scholar 

  • Hornak J, O’Doherty J, Bramham J, Rolls ET, Morris RG, Bullock PR et al (2004) Reward-related reversal learning after surgical excisions in orbito-frontal or dorsolateral prefrontal cortex in humans. J Cogn Neurosci 16:463–478

    Article  CAS  PubMed  Google Scholar 

  • Hsu M, Bhatt M, Adolphs R, Tranel D, Camerer CF (2005) Neural systems responding to degrees of uncertainty in human decision-making. Science 310:1680–1683

    Article  CAS  PubMed  Google Scholar 

  • Hunt LT, Dolan RJ, Behrens TEJ (2014) Hierarchical competitions subserving multi-attribute choice. Nat Neurosci 17(11):1613–1622

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hutcherson CA, Plassmann H, Gross JJ, Rangel A (2012) Cognitive regulation during decision making shifts behavioral control between ventromedial and dorsolateral prefrontal value systems. J Neurosci 32(39):13543–13554

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kable JW, Glimcher PW (2007) The neural correlates of subjective value during intertemporal choice. Nat Neurosci 10(12):1625–1633

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econom J Econom Soc. 47:263–292

    Google Scholar 

  • Koenigs M, Tranel D (2007) Irrational economic decision-making after ventromedial prefrontal damage: evidence from the Ultimatum Game. J Neurosci 27(4):951–956

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kolling N, Behrens TEJ, Mars RB, Rushworth MFS (2012) Neural mechanisms of foraging. Science 336(6077):95–98

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Krastev S, McGuire, JT, McNeney D, Kable JW, Stolle D, Gidengil E et al (2016) Do political and economic choices rely on common neural substrates? A systematic review of the emerging neuropolitics literature. Front Psychol 25(7):264

    Google Scholar 

  • Kwan D, Craver CF, Green L, Myerson J, Rosenbaum RS (2013) Dissociations in future thinking following hippocampal damage: evidence from discounting and time perspective in episodic amnesia. J Exp Psychol Gen 142(4):1355–1369

    Article  PubMed  Google Scholar 

  • Lieberman M, Eisenberger N (2015) The dorsal anterior cingulate cortex is selective for pain: results from large-scale reverse inference. Proc Natl Acad Sci USA 18:pii: 201515083

    Google Scholar 

  • Lim S-L, O’Doherty JP, Rangel A (2013) Stimulus value signals in ventromedial PFC reflect the integration of attribute value signals computed in fusiform gyrus and posterior superior temporal gyrus. J Neurosci 33(20):8729–8741

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Loewenstein GF, Weber EU, Hsee CK, Welch N (2001) Risk as feelings. Psychol Bull 127:267–286

    Article  CAS  PubMed  Google Scholar 

  • Mackintosh NJ (1975) A theory of attention: variations in the associability of stimuli with reinforcement. Psychol Rev 82(4):276–298

    Article  Google Scholar 

  • Marewski JN, Gaissmaier W, Gigerenzer G (2010) Good judgments do not require complex cognition. Cogn Process 11(2):103–121

    Article  PubMed  Google Scholar 

  • Maunsell JHR (2004) Neuronal representations of cognitive state: reward or attention? Trends Cogn Sci 8(6):261–265

    Article  PubMed  Google Scholar 

  • McAlonan K, Brown VJ (2003) Orbital prefrontal cortex mediates reversal learning and not attentional set shifting in the rat. Behav Brain Res 146(1–2):97–103

    Article  PubMed  Google Scholar 

  • McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306(5695):503–507

    Article  CAS  PubMed  Google Scholar 

  • McDonald RJ, White NM (1993) A triple dissociation of memory-systems—hippocampus, amygdala, and dorsal striatum. Behav Neurosci (Internet) 107(1):3–22

    Article  CAS  Google Scholar 

  • Misuraca R, Faraci P, Gangemi A, Carmeci FA, Miceli S (2015) The decision making tendency inventory: a new measure to assess maximizing, satisficing, and minimizing. Pers Individ Dif 85:111–116

    Article  Google Scholar 

  • Modirrousta M, Fellows LK (2008) Dorsal medial prefrontal cortex plays a necessary role in rapid error prediction in humans. J Neurosci 28(51):14000–14005

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Monterosso J, Ainslie G (2007) The behavioral economics of will in recovery from addiction. Drug Alcohol Depend 90(Suppl 1):S100–S111

    Article  PubMed  Google Scholar 

  • Moscovitch M, Moscovitch M (1989) Confabulation and the Frontal Systems: Strategic versus Associative Retrieval in Neuropsychological Theories of Memory. Varieties of memory and consciousness: essays in honour of Endel Tulving, pp 133–61

    Google Scholar 

  • Murray EA, Wise SP (2010) Interactions between orbital prefrontal cortex and amygdala: advanced cognition, learned responses and instinctive behaviors. Curr Opin Neurobiol 20(2):212–220

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Murray EA, Wise SP, Rhodes SEV (2011) What can different brains do with reward? [Internet]. CRC Press/Taylor & Francis

    Chapter  Google Scholar 

  • Noonan MP, Kolling N, Walton ME, Rushworth MFS (2012) Re-evaluating the role of the orbitofrontal cortex in reward and reinforcement. Eur J Neurosci 35(7):997–1010

    Article  CAS  PubMed  Google Scholar 

  • Padoa-Schioppa C (2011) Neurobiology of economic choice: a good-based model. Annu Rev Neurosci [Internet]. Annual Reviews 34(1):333–359

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Payne J (1992) Behavioral decision research: a constructive processing perspective. Annu Rev Psychol 43:87–131

    Article  Google Scholar 

  • Pujara MS, Wolf RC, Baskaya MK, Koenigs M (2015) Ventromedial prefrontal cortex damage alters relative risk tolerance for prospective gains and losses. Neuropsychologia 79(Pt A):70–75

    Article  PubMed  PubMed Central  Google Scholar 

  • Quilodran R, Rothé M, Procyk E (2008) Behavioral shifts and action valuation in the anterior cingulate cortex. Neuron 57(2):314–325

    Article  CAS  PubMed  Google Scholar 

  • Rangel A, Camerer C, Montague PR (2008) A framework for studying the neurobiology of value-based decision making. Nat Rev Neurosci 9(7):545–556

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rescorla RA, Wagner AR (1972) A theory of Pavlovian conditioning: variations in the effectiveness of reinforcement and nonreinforcement. Class Cond II Curr Res Theory 21(6):64–99

    Google Scholar 

  • Robbins TW, Arnsten AFT (2009) The neuropsychopharmacology of fronto-executive function: monoaminergic modulation. Annu Rev Neurosci 32:267–287

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rudebeck PH, Murray EA (2014) Review The orbitofrontal oracle: cortical mechanisms for the prediction and evaluation of specific behavioral outcomes. Neuron 84(6):1143–1156

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rudebeck PH, Behrens TE, Kennerley SW, Baxter MG, Buckley MJ, Walton ME et al (2008) Frontal cortex subregions play distinct roles in choices between actions and stimuli. J Neurosci 28:13775–13785

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rudebeck PH, Mitz AR, Chacko RV, Murray EA (2013a) Effects of amygdala lesions on reward-value coding in orbital and medial prefrontal cortex. Neuron 80(6):1519–1531

    Article  CAS  PubMed  Google Scholar 

  • Rudebeck PH, Saunders RC, Prescott AT, Chau LS, Murray EA (2013b) Prefrontal mechanisms of behavioral flexibility, emotion regulation and value updating. Nat Neurosci 16:1140–1145

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ruff CC, Fehr E (2014) The neurobiology of rewards and values in social decision making. Nat Rev Neurosci 15(8):549–562

    Article  CAS  PubMed  Google Scholar 

  • Schultz W (2004) Neural coding of basic reward terms of animal learning theory, game theory, microeconomics and behavioural ecology. Curr Opin Neurobiol 14(2):139–147

    Article  CAS  PubMed  Google Scholar 

  • Schultz W, O’Neill M, Tobler PN, Kobayashi S (2011) Neuronal signals for reward risk in frontal cortex. Ann N Y Acad Sci 1239(1):109–117

    Article  PubMed  Google Scholar 

  • Schwartz B, Ward A, Monterosso J, Lyubomirsky S, White K, Lehman DR (2002) Maximizing versus satisficing: happiness is a matter of choice. J Pers Soc Psychol 83(5):1178–1197

    Article  PubMed  Google Scholar 

  • Sellitto M, Ciaramelli E, di Pellegrino G (2010) Myopic discounting of future rewards after medial orbitofrontal damage in humans. J Neurosci 30(49):16429–16436

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shenhav A, Botvinick MM, Cohen JD (2013) The expected value of control: an integrative theory of anterior cingulate cortex function. Neuron 79(2):217–240

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shomstein S, Johnson J (2013) Shaping attention with reward: effects of reward on space- and object-based selection. Psychol Sci 24(12):2369–2378

    Article  PubMed  Google Scholar 

  • Spalding KN, Jones SH, Duff MC, Tranel D, Warren DE (2015) Investigating the neural correlates of schemas: ventromedial prefrontal cortex is necessary for normal schematic influence on memory. J Neurosci 35(47):15746–15751

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Stalnaker T, Cooch N, Schoenbaum G (2015) What the orbitofrontal cortex does not do. Nat Neurosci 18:620–627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sutton R, Barto A (1998) Reinforcement Learning: an Introduction. MIT Press, Cambridge, Massachusetts

    Google Scholar 

  • Tang DW, Fellows LK, Dagher A (2014) Behavioral and neural valuation of foods is driven by implicit knowledge of caloric content. Psychol Sci 25:2168–2176

    Article  PubMed  Google Scholar 

  • Tom SM, Fox CR, Trepel C, Poldrack RA (2007) The neural basis of loss aversion in decision-making under risk. Science 315(5811):515–518

    Article  CAS  PubMed  Google Scholar 

  • Tsuchida A, Fellows LK (2013) Are core component processes of executive function dissociable within the frontal lobes? Evidence from humans with focal prefrontal damage. Cortex. 49:1790–1800

    Article  PubMed  Google Scholar 

  • Tsuchida A, Doll BB, Fellows LK (2010) Beyond reversal: a critical role for human orbitofrontal cortex in flexible learning from probabilistic feedback. J Neurosci 30:16868–16875

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vaidya A, Fellows L (2015a) Critical prefrontal contributions to fixation-based value assessment and updating. Nat Commun. 14(6):10120

    Article  Google Scholar 

  • Vaidya AR, Fellows LK (2015b) Ventromedial frontal damage in humans reduces attentional priming of rewarded visual features. J Neurosci 35:12813–12823

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Valentin VV, Dickinson A, O’Doherty JP (2007) Determining the neural substrates of goal-directed learning in the human brain. J Neurosci 27(15):4019–4026

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vo K, Rutledge RB, Chatterjee A, Kable JW (2014) Dorsal striatum is necessary for stimulus-value but not action-value learning in humans. Brain 1–7

    Google Scholar 

  • Waelti P, Dickinson A, Schultz W (2001) Dopamine responses comply with basic assumptions of formal learning theory. Nature 412(6842):43–48

    Article  CAS  PubMed  Google Scholar 

  • Walton ME, Behrens TEJ, Noonan MP, Rushworth MFS (2011) Giving credit where credit is due: orbitofrontal cortex and valuation in an uncertain world. Ann N Y Acad Sci 1239:14–24

    Article  PubMed  Google Scholar 

  • Wilson RC, Takahashi YK, Schoenbaum G, Niv Y (2014) Orbitofrontal cortex as a cognitive map of task space. Neuron 81(2):267–278

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Xia C, Stolle D, Gidengil E, Fellows LK (2015) Lateral orbitofrontal cortex links social impressions to political choices. J Neurosci 35:8507–8514

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lesley K. Fellows .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Fellows, L.K. (2016). The Neuroscience of Human Decision-Making Through the Lens of Learning and Memory. In: Clark, R.E., Martin, S. (eds) Behavioral Neuroscience of Learning and Memory. Current Topics in Behavioral Neurosciences, vol 37. Springer, Cham. https://doi.org/10.1007/7854_2016_468

Download citation

Publish with us

Policies and ethics