Learning from other people's experience: A neuroimaging study of decisional interactive-learning

NeuroImage

Volumn 55, Issue 1, 2011, Pages 353-362

  Canessa, Nicola ^a,b   Motterlini, Matteo ^a   Alemanno, Federica ^a   Perani, Daniela ^a,b   Cappa, Stefano F ^a,b  

^a VITA SALUTE SAN RAFFAELE UNIVERSITY   (Italy)

^b SAN RAFFAELE HOSPITAL   (Italy)

Author keywords

Counterfactual learning; Decision making; Functional Magnetic Resonance Imaging; Mirror neuron system; Regret; Ventromedial prefrontal cortex

Indexed keywords

ADULT; AMYGDALOID NUCLEUS; ARTICLE; BRAIN CORTEX; BRAIN FUNCTION; CAUDATE NUCLEUS; DECISION MAKING; EXPERIENCE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HIGH RISK BEHAVIOR; HUMAN; HUMAN EXPERIMENT; INTERACTIVE LEARNING; LEARNING; MALE; MENTAL TASK; NEUROIMAGING; NORMAL HUMAN; PERIAQUEDUCTAL GRAY MATTER; PERSONAL EXPERIENCE; PRIORITY JOURNAL; SOCIAL BEHAVIOR; VENTROMEDIAL PREFRONTAL CORTEX;

ASSOCIATION LEARNING; BRAIN; CHOICE BEHAVIOR; EMOTIONS; EMPATHY; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; RISK-TAKING; YOUNG ADULT;

EID: 78951490631     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.11.065     Document Type: Article

References (44)

1. Augustine J.R. Circuitry and functional aspects of the insular lobe in primates including humans. Brain Res. Brain Res. Rev. 1996, 22:229-244.
2. Barsade S.G. The ripple effect: emotional contagion and its influence on group behavior. Adm. Sci. Q. 2002, 47:644-675.
3. Bault N., Coricelli G., Rustichini A. Interdependent utilities: how social ranking affects choice behavior. PLoS ONE 2008, 3:e3477.
4. Bellebaum C., Kobza S., Thiele S., Daum I. It was not MY fault: event-related brain potentials in active and observational learning from feedback. Cereb. Cortex 2010, 20:2874-2883.
5. Brandao M.L., Zanoveli J.M., Ruiz-Martinez R.C., Oliveira L.C., Landeira-Fernandez J. Different patterns of freezing behavior organized in the periaqueductal gray of rats: association with different types of anxiety. Behav. Brain Res. 2008, 188:1-13.
6. Camille N., Coricelli G., Sallet J., Pradat-Diehl P., Duhamel J.R., Sirigu A. The involvement of the orbitofrontal cortex in the experience of regret. Science 2004, 304:1167-1170.
7. Canessa N., Motterlini M., Di Dio C., Perani D., Scifo P., Cappa S.F., Rizzolatti G. Understanding others' regret: a FMRI study. PLoS ONE 2009, 4:e7402.
8. Chiu P.H., Lohrenz T.M., Montague P.R. Smokers' brains compute, but ignore, a fictive error signal in a sequential investment task. Nat. Neurosci. 2008, 11:514-520.
9. Chua H.F., Gonzalez R., Taylor S.F., Welsh R.C., Liberzon I. Decision-related loss: regret and disappointment. Neuroimage 2009, 47:2031-2040.
10. Cohen M.X., Ranganath C. Behavioral and neural predictors of upcoming decisions. Cogn. Affect. Behav. Neurosci. 2005, 5:117-126.
11. Cooper D.C., Klipec W.D., Fowler M.A., Ozkan E.D. A role for the subiculum in the brain motivation/reward circuitry. Behav. Brain Res. 2006, 174:225-231.
12. Coricelli G., Critchley H.D., Joffily M., O'Doherty J.P., Sirigu A., Dolan R.J. Regret and its avoidance: a neuroimaging study of choice behavior. Nat. Neurosci. 2005, 8:1255-1262.
13. Dale A.M. Optimal experimental design for event-related fMRI. Hum. Brain Mapp. 1999, 8:109-114.
14. Daw N.D., Doya K. The computational neurobiology of learning and reward. Curr. Opin. Neurobiol. 2006, 16:199-204.
15. Friston K.J., Glaser D.E., Henson R.N., Kiebel S., Phillips C., Ashburner J. Classical and Bayesian inference in neuroimaging: applications. Neuroimage 2002, 16:484-512.
16. Friston K.J., Penny W.D., Glaser D.E. Conjunction revisited. Neuroimage 2005, 25:661-667.
17. Gallese V., Keysers C., Rizzolatti G. A unifying view of the basis of social cognition. Trends Cogn. Sci. 2004, 8:396-403.
18. Girotto V., Ferrante D., Pighin S., Gonzalez M. Postdecisional counterfactual thinking by actors and readers. Psychol. Sci. 2007, 18:510-515.
19. Haber S.N., Kim K.S., Mailly P., Calzavara R. Reward-related cortical inputs define a large striatal region in primates that interface with associative cortical connections, providing a substrate for incentive-based learning. J. Neurosci. 2006, 26:8368-8376.
20. Johansen-Berg H., Gutman D.A., Behrens T.E., Matthews P.M., Rushworth M.F., Katz E., Lozano A.M., Mayberg H.S. Anatomical connectivity of the subgenual cingulate region targeted with deep brain stimulation for treatment-resistant depression. Cereb. Cortex 2008, 18:1374-1383.
21. Kahnt T., Park S.Q., Cohen M.X., Beck A., Heinz A., Wrase J. Dorsal striatal-midbrain connectivity in humans predicts how reinforcements are used to guide decisions. J. Cogn. Neurosci. 2009, 21:1332-1345.
22. Kuhnen C.M., Knutson B. The neural basis of financial risk taking. Neuron 2005, 47:763-770.
23. Leahy R.L. Depressive decision-making: validation of the portfolio theory model. J. Cogn. Psychother. 2001, 15:341-362.
24. Lohrenz T., McCabe K., Camerer C.F., Montague P.R. Neural signature of fictive learning signals in a sequential investment task. Proc. Natl Acad. Sci. USA 2007, 104:9493-9498.
25. Marchiori D., Warglien M. Predicting human interactive learning by regret-driven neural networks. Science 2008, 319:1111-1113.
26. Mehrabian A., Epstein N. A measure of emotional empathy. J. Pers. 1972, 40.
27. Mellers B.A., Schwartz A., Ritov I. Emotion-based choice. J. Exp. Psychol. Gen. 1999, 128:1-14.
28. Meneghini A.M., Sartori R., Cunico L. Adattamento e validazione su campione italiano della Balanced Emotional Empathy Scale di A. Mehrabian. Ricerche Psicol. 2006, 29:123-152.
29. Oldfield R.C. The assessment and analysis of handedness: the Edinburgh Inventory. Neuropsychologia 1971, 9:97-113.
30. Peyron R., Laurent B., Garcia-Larrea L. Functional imaging of brain responses to pain. A review and meta-analysis (2000). Neurophysiol. Clin. 2000, 30:263-288.
31. Platt M.L., Glimcher P.W. Neural correlates of decision variables in parietal cortex. Nature 1999, 400:233-238.
32. Preston S.D., de Waal F.B. Empathy: its ultimate and proximate bases. Behav. Brain Sci. 2002, 25:1-20. (discussion 20-71).
33. Preuschoff K., Quartz S.R., Bossaerts P. Human insula activation reflects risk prediction errors as well as risk. J. Neurosci. 2008, 28:2745-2752.
34. Reynolds S.M., Zahm D.S. Specificity in the projections of prefrontal and insular cortex to ventral striatopallidum and the extended amygdala. J. Neurosci. 2005, 25:11757-11767.
35. Schultz W. Getting formal with dopamine and reward. Neuron 2002, 36:241-263.
36. Seminowicz D.A., Mayberg H.S., McIntosh A.R., Goldapple K., Kennedy S., Segal Z., Rafi-Tari S. Limbic-frontal circuitry in major depression: a path modeling metanalysis. Neuroimage 2004, 22:409-418.
37. Singer T., Seymour B., O'Doherty J., Kaube H., Dolan R.J., Frith C.D. Empathy for pain involves the affective but not sensory components of pain. Science 2004, 303:1157-1162.
38. Sommer T., Peters J., Glascher J., Buchel C. Structure-function relationships in the processing of regret in the orbitofrontal cortex. Brain Struct. Funct. 2009, 213:535-551.
39. Takahashi H., Kato M., Matsuura M., Mobbs D., Suhara T., Okubo Y. When your gain is my pain and your pain is my gain: neural correlates of envy and schadenfreude. Science 2009, 323:937-939.
40. Talairach J., Tournoux P. Co-Planar Stereotactic Atlas of the Human Brain 1988, Thieme, Stuttgart.
41. van Harreveld F., van der Pligt J., Nordgren L. The relativity of bad decisions: social comparison as a means to alleviate regret. Br. J. Soc. Psychol. 2008, 47:105-117.
42. Wicker B., Keysers C., Plailly J., Royet J.P., Gallese V., Rizzolatti G. Both of us disgusted in My insula: the common neural basis of seeing and feeling disgust. Neuron 2003, 40:655-664.
43. Yacubian J., Glascher J., Schroeder K., Sommer T., Braus D.F., Buchel C. Dissociable systems for gain- and loss-related value predictions and errors of prediction in the human brain. J. Neurosci. 2006, 26:9530-9537.
44. Zeelenberg M., van Dijk W.W., van der Pligt J., Manstead A.S.R., van Empelen P., Reinderman D. Emotional reactions to the outcomes of decisions: the role of counterfactual thought in the experience of regret and disappointment. Organ. Behav. Hum. Decis. Process. 1998, 75:117-141.