메뉴 건너뛰기




Volumn 84, Issue 2, 2015, Pages 109-117

Optimal inference with suboptimal models: Addiction and active Bayesian inference

Author keywords

[No Author keywords available]

Indexed keywords

ADDICTION; ARTICLE; BAYES THEOREM; BAYESIAN INFERENCE; BEHAVIOR ASSESSMENT; DECISION MAKING; HYPOTHESIS; MENTAL DISEASE; SIMULATION; COGNITION; COMPUTER SIMULATION; HUMAN; PHYSIOLOGY; PSYCHOLOGICAL MODEL; PSYCHOLOGY;

EID: 84921063723     PISSN: 03069877     EISSN: 15322777     Source Type: Journal    
DOI: 10.1016/j.mehy.2014.12.007     Document Type: Article
Times cited : (93)

References (83)
  • 1
    • 84868100920 scopus 로고    scopus 로고
    • Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia
    • Adams R., Perrinet L.U., Friston K. Smooth pursuit and visual occlusion: active inference and oculomotor control in schizophrenia. PLoS ONE 2012, 7(10):e47502. 10.1371/journal.pone.0047502.
    • (2012) PLoS ONE , vol.7 , Issue.10
    • Adams, R.1    Perrinet, L.U.2    Friston, K.3
  • 3
    • 27644568988 scopus 로고    scopus 로고
    • Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective
    • Bechara A. Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective. Nat. Neurosci. 2005, 8(11):1458-1463. 10.1038/nn1584.
    • (2005) Nat. Neurosci. , vol.8 , Issue.11 , pp. 1458-1463
    • Bechara, A.1
  • 4
    • 57649192772 scopus 로고    scopus 로고
    • Probabilistic population codes for Bayesian decision making
    • Beck J.M., Ma W.J., Kiani R., Hanks T., Churchland A.K., Roitman J., et al. Probabilistic population codes for Bayesian decision making. Neuron 2008, 60(6):1142-1152. 10.1016/j.neuron.2008.09.021.
    • (2008) Neuron , vol.60 , Issue.6 , pp. 1142-1152
    • Beck, J.M.1    Ma, W.J.2    Kiani, R.3    Hanks, T.4    Churchland, A.K.5    Roitman, J.6
  • 5
    • 84859638124 scopus 로고    scopus 로고
    • Not noisy, just wrong: the role of suboptimal inference in behavioral variability
    • Beck J.M., Ma W.J., Pitkow X., Latham P.E., Pouget A. Not noisy, just wrong: the role of suboptimal inference in behavioral variability. Neuron 2012, 74(1):30-39. 10.1016/j.neuron.2012.03.016.
    • (2012) Neuron , vol.74 , Issue.1 , pp. 30-39
    • Beck, J.M.1    Ma, W.J.2    Pitkow, X.3    Latham, P.E.4    Pouget, A.5
  • 6
    • 45549086741 scopus 로고    scopus 로고
    • High impulsivity predicts the switch to compulsive cocaine-taking
    • Belin D., Mar A.C., Dalley J.W., Robbins T.W., Everitt B.J. High impulsivity predicts the switch to compulsive cocaine-taking. Science 2008, 320(5881):1352-1355. 10.1126/science.1158136.
    • (2008) Science , vol.320 , Issue.5881 , pp. 1352-1355
    • Belin, D.1    Mar, A.C.2    Dalley, J.W.3    Robbins, T.W.4    Everitt, B.J.5
  • 7
    • 0033695676 scopus 로고    scopus 로고
    • Addiction, dopamine, and the molecular mechanisms of memory
    • Berke J.D., Hyman S.E. Addiction, dopamine, and the molecular mechanisms of memory. Neuron 2000, 25(3):515-532.
    • (2000) Neuron , vol.25 , Issue.3 , pp. 515-532
    • Berke, J.D.1    Hyman, S.E.2
  • 8
    • 33847634405 scopus 로고    scopus 로고
    • The debate over dopamine's role in reward: the case for incentive salience
    • Berridge K.C. The debate over dopamine's role in reward: the case for incentive salience. Psychopharmacology (Berl) 2007, 191(3):391-431. 10.1007/s00213-006-0578-x.
    • (2007) Psychopharmacology (Berl) , vol.191 , Issue.3 , pp. 391-431
    • Berridge, K.C.1
  • 9
    • 84859343970 scopus 로고    scopus 로고
    • From prediction error to incentive salience: mesolimbic computation of reward motivation
    • Berridge K.C. From prediction error to incentive salience: mesolimbic computation of reward motivation. Eur J Neurosci 2012, 35(7):1124-1143. 10.1111/j.1460-9568.2012.07990.x.
    • (2012) Eur J Neurosci , vol.35 , Issue.7 , pp. 1124-1143
    • Berridge, K.C.1
  • 10
    • 34249890522 scopus 로고    scopus 로고
    • Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes
    • Bickel W.K., Miller M.L., Yi R., Kowal B.P., Lindquist D.M., Pitcock J.A. Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes. Drug Alcohol Depend 2007, 90:585-591. 10.1016/j.drugalcdep.2006.09.016.
    • (2007) Drug Alcohol Depend , vol.90 , pp. 585-591
    • Bickel, W.K.1    Miller, M.L.2    Yi, R.3    Kowal, B.P.4    Lindquist, D.M.5    Pitcock, J.A.6
  • 12
    • 0034530331 scopus 로고    scopus 로고
    • Reward deficiency syndrome: a biogenetic model for the diagnosis and treatment of impulsive, addictive, and compulsive behaviors
    • Blum K., Braverman E.R., Holder J.M., Lubar J.F., Monastra V.J., Miller D., et al. Reward deficiency syndrome: a biogenetic model for the diagnosis and treatment of impulsive, addictive, and compulsive behaviors. J Psychoact Drugs 2000, 32:1-112.
    • (2000) J Psychoact Drugs , vol.32 , pp. 1-112
    • Blum, K.1    Braverman, E.R.2    Holder, J.M.3    Lubar, J.F.4    Monastra, V.J.5    Miller, D.6
  • 13
    • 0029006018 scopus 로고
    • Dopamine D2 receptor gene variants: association and linkage studies in impulsive-addictive-compulsive behaviour
    • Blum K., Sheridan P.J., Wood R.C., Braverman E.R., Chen T.J., Comings D.E. Dopamine D2 receptor gene variants: association and linkage studies in impulsive-addictive-compulsive behaviour. Pharmacogenetics 1995, 5(3):121-141.
    • (1995) Pharmacogenetics , vol.5 , Issue.3 , pp. 121-141
    • Blum, K.1    Sheridan, P.J.2    Wood, R.C.3    Braverman, E.R.4    Chen, T.J.5    Comings, D.E.6
  • 14
    • 0029004388 scopus 로고
    • The D2 dopamine receptor gene as a predictor of compulsive disease: Bayes' theorem
    • Blum K., Wood R.C., Braverman E.R., Chen T.J., Sheridan P.J. The D2 dopamine receptor gene as a predictor of compulsive disease: Bayes' theorem. Funct Neurol 1995, 10(1):37-44.
    • (1995) Funct Neurol , vol.10 , Issue.1 , pp. 37-44
    • Blum, K.1    Wood, R.C.2    Braverman, E.R.3    Chen, T.J.4    Sheridan, P.J.5
  • 15
    • 80055014553 scopus 로고    scopus 로고
    • More varieties of Bayesian theories, but no enlightenment
    • Bowers J.S., Davis C.J. More varieties of Bayesian theories, but no enlightenment. Behav Brain Sci 2011, 34(04):193-194. 10.1017/S0140525X11000227.
    • (2011) Behav Brain Sci , vol.34 , Issue.4 , pp. 193-194
    • Bowers, J.S.1    Davis, C.J.2
  • 16
    • 84864523394 scopus 로고    scopus 로고
    • Bayesian just-so stories in psychology and neuroscience
    • Bowers J.S., Davis C.J. Bayesian just-so stories in psychology and neuroscience. Psychol Bull 2012, 138(3):389-414. 10.1037/a0026450.
    • (2012) Psychol Bull , vol.138 , Issue.3 , pp. 389-414
    • Bowers, J.S.1    Davis, C.J.2
  • 17
    • 56249145560 scopus 로고    scopus 로고
    • Bayesian brains and cognitive mechanisms: harmony or dissonance?
    • Oxford University Press, New York, N. Chater, M. Oaksford (Eds.)
    • Brighton H., Gigerenzer G. Bayesian brains and cognitive mechanisms: harmony or dissonance?. The probabilistic mind: prospects for a Bayesian cognitive science 2008, 189-208. Oxford University Press, New York. N. Chater, M. Oaksford (Eds.).
    • (2008) The probabilistic mind: prospects for a Bayesian cognitive science , pp. 189-208
    • Brighton, H.1    Gigerenzer, G.2
  • 18
    • 84866346557 scopus 로고    scopus 로고
    • A bayesian optimal foraging model of human visual search
    • Cain M.S., Vul E., Clark K., Mitroff S.R. A bayesian optimal foraging model of human visual search. Psychol Sci 2012, 23(9):1047-1054. 10.1177/0956797612440460.
    • (2012) Psychol Sci , vol.23 , Issue.9 , pp. 1047-1054
    • Cain, M.S.1    Vul, E.2    Clark, K.3    Mitroff, S.R.4
  • 19
    • 29544451577 scopus 로고    scopus 로고
    • When optimal choices feel wrong: a laboratory study of and affect Bayesian updating, complexity, and affect
    • Charness G., Levin D. When optimal choices feel wrong: a laboratory study of and affect Bayesian updating, complexity, and affect. Am Econ Rev 2014, 95(4):1300-1309.
    • (2014) Am Econ Rev , vol.95 , Issue.4 , pp. 1300-1309
    • Charness, G.1    Levin, D.2
  • 20
    • 75749105465 scopus 로고    scopus 로고
    • Decision-making during gambling: an integration of cognitive and psychobiological approaches
    • Clark L. Decision-making during gambling: an integration of cognitive and psychobiological approaches. Philos Trans R Soc London, Ser B 2010, 365(1538):319-330. 10.1098/rstb.2009.0147.
    • (2010) Philos Trans R Soc London, Ser B , vol.365 , Issue.1538 , pp. 319-330
    • Clark, L.1
  • 21
    • 84881108159 scopus 로고    scopus 로고
    • Disordered gambling: a behavioral addiction
    • Clark L., Limbrick-Oldfield E.H. Disordered gambling: a behavioral addiction. Curr Opin Neurobiol 2013, 23(4):655-659. 10.1016/j.conb.2013.01.004.
    • (2013) Curr Opin Neurobiol , vol.23 , Issue.4 , pp. 655-659
    • Clark, L.1    Limbrick-Oldfield, E.H.2
  • 22
    • 0034589734 scopus 로고    scopus 로고
    • Reward deficiency syndrome: genetic aspects of behavioral disorders
    • Comings D.E., Blum K. Reward deficiency syndrome: genetic aspects of behavioral disorders. Prog Brain Res 2000, 126:325-341. 10.1016/S0079-6123(00)26022-6.
    • (2000) Prog Brain Res , vol.126 , pp. 325-341
    • Comings, D.E.1    Blum, K.2
  • 23
    • 84950450187 scopus 로고
    • Every good regulator of a system must be a model of that system
    • Conant R.C., Ashby R.W. Every good regulator of a system must be a model of that system. Int J Syst Sci 1970, 1(2):89-97. 10.1080/00207727008920220.
    • (1970) Int J Syst Sci , vol.1 , Issue.2 , pp. 89-97
    • Conant, R.C.1    Ashby, R.W.2
  • 25
    • 33745223257 scopus 로고    scopus 로고
    • Cortical substrates for exploratory decisions in humans
    • Daw N.D., Doherty J.P.O., Dayan P., Seymour B., Dolan R.J. Cortical substrates for exploratory decisions in humans. Nature 2009, 441(7095):876-879. 10.1038/nature04766.Cortical.
    • (2009) Nature , vol.441 , Issue.7095 , pp. 876-879
    • Daw, N.D.1    Doherty, J.P.O.2    Dayan, P.3    Seymour, B.4    Dolan, R.J.5
  • 26
    • 84899639676 scopus 로고    scopus 로고
    • Rationalizable irrationalities of choice
    • Dayan P. Rationalizable irrationalities of choice. Top Cognit Sci 2014, 1-25. 10.1111/tops.12082.
    • (2014) Top Cognit Sci
    • Dayan, P.1
  • 28
    • 84863976936 scopus 로고    scopus 로고
    • The dopamine hypothesis of drug addiction and its potential therapeutic value
    • Diana M. The dopamine hypothesis of drug addiction and its potential therapeutic value. Front Psychiatry 2011, 2:64. 10.3389/fpsyt.2011.00064.
    • (2011) Front Psychiatry , vol.2 , pp. 64
    • Diana, M.1
  • 29
    • 84885802926 scopus 로고    scopus 로고
    • Goals and habits in the brain
    • Dolan R.J., Dayan P. Goals and habits in the brain. Neuron 2013, 80(2):312-325. 10.1016/j.neuron.2013.09.007.
    • (2013) Neuron , vol.80 , Issue.2 , pp. 312-325
    • Dolan, R.J.1    Dayan, P.2
  • 30
    • 84881515350 scopus 로고    scopus 로고
    • Nicotine decreases ethanol-induced dopamine signaling and increases self-administration via stress hormones
    • Doyon W.M., Dong Y., Ostroumov A., Thomas A.M., Zhang T., Dani J. Nicotine decreases ethanol-induced dopamine signaling and increases self-administration via stress hormones. Neuron 2013, 79(3):530-540. 10.1016/j.neuron.2013.06.006.
    • (2013) Neuron , vol.79 , Issue.3 , pp. 530-540
    • Doyon, W.M.1    Dong, Y.2    Ostroumov, A.3    Thomas, A.M.4    Zhang, T.5    Dani, J.6
  • 31
    • 84870216976 scopus 로고    scopus 로고
    • A Bayesian account of "hysteria"
    • Edwards M., Adams R., Brown H., Pareés I., Friston K. A Bayesian account of "hysteria". Brain 2012, 135(11):3495-3512. 10.1093/brain/aws129.
    • (2012) Brain , vol.135 , Issue.11 , pp. 3495-3512
    • Edwards, M.1    Adams, R.2    Brown, H.3    Pareés, I.4    Friston, K.5
  • 32
    • 51449122303 scopus 로고    scopus 로고
    • Review. Neural mechanisms underlying the vulnerability to develop compulsive drug-seeking habits and addiction
    • Everitt B.J., Belin D., Economidou D., Pelloux Y., Dalley J.W., Robbins T.W. Review. Neural mechanisms underlying the vulnerability to develop compulsive drug-seeking habits and addiction. Philos Trans R Soc London Ser B 2008, 363(1507):3125-3135. 10.1098/rstb.2008.0089.
    • (2008) Philos Trans R Soc London Ser B , vol.363 , Issue.1507 , pp. 3125-3135
    • Everitt, B.J.1    Belin, D.2    Economidou, D.3    Pelloux, Y.4    Dalley, J.W.5    Robbins, T.W.6
  • 33
    • 27644454882 scopus 로고    scopus 로고
    • Neural systems of reinforcement for drug addiction: from actions to habits to compulsion
    • Everitt B.J., Robbins T.W. Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat Neurosci 2005, 8(11):1481-1489. 10.1038/nn1579.
    • (2005) Nat Neurosci , vol.8 , Issue.11 , pp. 1481-1489
    • Everitt, B.J.1    Robbins, T.W.2
  • 34
    • 34249066682 scopus 로고    scopus 로고
    • Anxiety and cognitive performance: attentional control theory
    • Eysenck M., Derakshan N., Santos R., Calvo M. Anxiety and cognitive performance: attentional control theory. Emotion 2007, 7(2):336-353. 10.1037/1528-3542.7.2.336.
    • (2007) Emotion , vol.7 , Issue.2 , pp. 336-353
    • Eysenck, M.1    Derakshan, N.2    Santos, R.3    Calvo, M.4
  • 35
    • 84903463632 scopus 로고    scopus 로고
    • Model averaging, optimal inference and model averaging
    • FitzGerald T.H.B., Dolan R., Friston K. Model averaging, optimal inference and model averaging. Front Hum Neurosci 2014, 8:457. 10.3389/fnhum.2014.00457.
    • (2014) Front Hum Neurosci , vol.8 , pp. 457
    • FitzGerald, T.H.B.1    Dolan, R.2    Friston, K.3
  • 36
    • 21244472727 scopus 로고    scopus 로고
    • A theory of cortical responses
    • Friston K. A theory of cortical responses. Philos Trans R Soc London Ser B 2005, 360(1456):815-836. 10.1098/rstb.2005.1622.
    • (2005) Philos Trans R Soc London Ser B , vol.360 , Issue.1456 , pp. 815-836
    • Friston, K.1
  • 37
    • 67649653956 scopus 로고    scopus 로고
    • The free-energy principle: a rough guide to the brain?
    • Friston K. The free-energy principle: a rough guide to the brain?. Trends Cognit Sci 2009, 13(7):293-301. 10.1016/j.tics.2009.04.005.
    • (2009) Trends Cognit Sci , vol.13 , Issue.7 , pp. 293-301
    • Friston, K.1
  • 38
    • 84871704711 scopus 로고    scopus 로고
    • A free energy principle for biological systems
    • Friston K. A free energy principle for biological systems. Entropy 2012, 14(11):2100-2121. 10.3390/e14112100.
    • (2012) Entropy , vol.14 , Issue.11 , pp. 2100-2121
    • Friston, K.1
  • 39
    • 77954195285 scopus 로고    scopus 로고
    • Computational and dynamic models in neuroimaging
    • Friston K.J., Dolan R.J. Computational and dynamic models in neuroimaging. NeuroImage 2010, 52(3):752-765. 10.1016/j.neuroimage.2009.12.068.
    • (2010) NeuroImage , vol.52 , Issue.3 , pp. 752-765
    • Friston, K.J.1    Dolan, R.J.2
  • 41
    • 84912097624 scopus 로고    scopus 로고
    • Computational psychiatry: the brain as a phantastic organ
    • Friston K., Stephan K.E., Montague R., Dolan R.J. Computational psychiatry: the brain as a phantastic organ. Lancet Psychiatry 2014, 1(2):148-158. 10.1016/S2215-0366(14)70275-5.
    • (2014) Lancet Psychiatry , vol.1 , Issue.2 , pp. 148-158
    • Friston, K.1    Stephan, K.E.2    Montague, R.3    Dolan, R.J.4
  • 42
    • 0036270718 scopus 로고    scopus 로고
    • Illusions, perception and Bayes
    • Geisler W.S., Kersten D. Illusions, perception and Bayes. Nat Neurosci 2002, 5(6):508-510. 10.1038/nn0602-508.
    • (2002) Nat Neurosci , vol.5 , Issue.6 , pp. 508-510
    • Geisler, W.S.1    Kersten, D.2
  • 43
    • 78650969684 scopus 로고    scopus 로고
    • Heuristic decision making
    • Gigerenzer G., Gaissmaier W. Heuristic decision making. Annu Rev Psychol 2011, 62:451-482. 10.1146/annurev-psych-120709-145346.
    • (2011) Annu Rev Psychol , vol.62 , pp. 451-482
    • Gigerenzer, G.1    Gaissmaier, W.2
  • 44
    • 79960520781 scopus 로고    scopus 로고
    • Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder
    • Gillan C.M., Papmeyer M., Morein-Zamir S., Sahakian B.J., Fineberg N.A., Robbins T.W., et al. Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder. Am J Psychiatry 2011, 168(7):718-726. 10.1176/appi.ajp.2011.10071062.
    • (2011) Am J Psychiatry , vol.168 , Issue.7 , pp. 718-726
    • Gillan, C.M.1    Papmeyer, M.2    Morein-Zamir, S.3    Sahakian, B.J.4    Fineberg, N.A.5    Robbins, T.W.6
  • 45
    • 48249091260 scopus 로고    scopus 로고
    • Habits, rituals, and the evaluative brain
    • Graybiel A.M. Habits, rituals, and the evaluative brain. Annu Rev Neurosci 2008, 31:359-387. 10.1146/annurev.neuro.29.051605.112851.
    • (2008) Annu Rev Neurosci , vol.31 , pp. 359-387
    • Graybiel, A.M.1
  • 46
    • 38249014366 scopus 로고
    • Testing Bayes rule and the representativeness heuristic: some experimental evidence
    • Grether D.M. Testing Bayes rule and the representativeness heuristic: some experimental evidence. J Econ Behav Organiz 1992, 17(1):31-57. 10.1016/0167-2681(92)90078-P.
    • (1992) J Econ Behav Organiz , vol.17 , Issue.1 , pp. 31-57
    • Grether, D.M.1
  • 47
    • 33747688922 scopus 로고    scopus 로고
    • Optimal predictions in everyday cognition
    • Griffiths T.L., Tenenbaum J.B. Optimal predictions in everyday cognition. Psychol Sci 2006, 17(9):767-773. 10.1111/j.1467-9280.2006.01780.x.
    • (2006) Psychol Sci , vol.17 , Issue.9 , pp. 767-773
    • Griffiths, T.L.1    Tenenbaum, J.B.2
  • 48
    • 82855178982 scopus 로고    scopus 로고
    • Predicting the future as Bayesian inference: people combine prior knowledge with observations when estimating duration and extent
    • Griffiths T.L., Tenenbaum J.B. Predicting the future as Bayesian inference: people combine prior knowledge with observations when estimating duration and extent. J Exp Psychol Gen 2011, 140(4):725-743. 10.1037/a0024899.
    • (2011) J Exp Psychol Gen , vol.140 , Issue.4 , pp. 725-743
    • Griffiths, T.L.1    Tenenbaum, J.B.2
  • 50
    • 79251498600 scopus 로고    scopus 로고
    • Imaging brain response to reward in addictive disorders
    • Hommer D., Bjork J.M., Gilman J.M. Imaging brain response to reward in addictive disorders. Ann NY Acad Sci 2011, 1216:50-61. 10.1111/j.1749-6632.2010.05898.x.
    • (2011) Ann NY Acad Sci , vol.1216 , pp. 50-61
    • Hommer, D.1    Bjork, J.M.2    Gilman, J.M.3
  • 51
    • 80055001436 scopus 로고    scopus 로고
    • Bayesian fundamentalism or enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition
    • Jones M., Love B.C. Bayesian fundamentalism or enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition. Behav Brain Sci 2011, 34(4):169-188. 10.1017/S0140525X10003134.
    • (2011) Behav Brain Sci , vol.34 , Issue.4 , pp. 169-188
    • Jones, M.1    Love, B.C.2
  • 52
    • 49649138413 scopus 로고
    • Subjective probability: a judgement of representativeness
    • Kahnemann D., Tversky A. Subjective probability: a judgement of representativeness. Cognit Psychol 1972, 1(3):430-454.
    • (1972) Cognit Psychol , vol.1 , Issue.3 , pp. 430-454
    • Kahnemann, D.1    Tversky, A.2
  • 53
    • 1842433590 scopus 로고    scopus 로고
    • Object perception as Bayesian inference
    • Kersten D., Mamassian P., Yuille A. Object perception as Bayesian inference. Annu Rev Psychol 2004, 55:271-304. 10.1146/annurev.psych.55.090902.142005.
    • (2004) Annu Rev Psychol , vol.55 , pp. 271-304
    • Kersten, D.1    Mamassian, P.2    Yuille, A.3
  • 54
    • 8444239052 scopus 로고    scopus 로고
    • The Bayesian brain: the role of uncertainty in neural coding and computation
    • Knill D.C., Pouget A. The Bayesian brain: the role of uncertainty in neural coding and computation. Trends Neurosci 2004, 27(12):712-719. 10.1016/j.tins.2004.10.007.
    • (2004) Trends Neurosci , vol.27 , Issue.12 , pp. 712-719
    • Knill, D.C.1    Pouget, A.2
  • 55
    • 0042565834 scopus 로고    scopus 로고
    • Hierarchical Bayesian inference in the visual cortex
    • Lee T.S., Mumford D. Hierarchical Bayesian inference in the visual cortex. J Opt Soc Am 2003, 20(7):1434. 10.1364/JOSAA.20.001434.
    • (2003) J Opt Soc Am , vol.20 , Issue.7 , pp. 1434
    • Lee, T.S.1    Mumford, D.2
  • 56
    • 79952306174 scopus 로고    scopus 로고
    • Cambridge University Press, Inference and Learning Algorithms
    • MacKay D. Information theory 2003, Cambridge University Press, Inference and Learning Algorithms.
    • (2003) Information theory
    • MacKay, D.1
  • 57
    • 84868384217 scopus 로고    scopus 로고
    • Adolescents' fMRI activation to a response inhibition task predicts future substance use
    • Mahmood O.M., Goldenberg D., Thayer R., Migliorini R., Simmons N., Tapert S.F. Adolescents' fMRI activation to a response inhibition task predicts future substance use. Addict Behav 2013, 38(1):1435-1441. 10.1016/j.addbeh.2012.07.012.
    • (2013) Addict Behav , vol.38 , Issue.1 , pp. 1435-1441
    • Mahmood, O.M.1    Goldenberg, D.2    Thayer, R.3    Migliorini, R.4    Simmons, N.5    Tapert, S.F.6
  • 58
    • 79251569290 scopus 로고    scopus 로고
    • From reinforcement learning models to psychiatric and neurological disorders
    • Maia T.V., Frank M.J. From reinforcement learning models to psychiatric and neurological disorders. Nat Neurosci 2011, 14(2):154-162. 10.1038/nn.2723.
    • (2011) Nat Neurosci , vol.14 , Issue.2 , pp. 154-162
    • Maia, T.V.1    Frank, M.J.2
  • 59
    • 84856735849 scopus 로고    scopus 로고
    • Altered neural reward representations in pathological gamblers revealed by delay and probability discounting
    • Miedl S.F., Peters J., Büchel C. Altered neural reward representations in pathological gamblers revealed by delay and probability discounting. Arch Gen Psychiatry 2012, 69(2):177-186. 10.1001/archgenpsychiatry.2011.1552.
    • (2012) Arch Gen Psychiatry , vol.69 , Issue.2 , pp. 177-186
    • Miedl, S.F.1    Peters, J.2    Büchel, C.3
  • 61
    • 84862871343 scopus 로고    scopus 로고
    • Neuroeconomics and the study of addiction
    • Monterosso J., Piray P., Luo S. Neuroeconomics and the study of addiction. Biol Psychiatry 2012, 72(2):107-112. 10.1016/j.biopsych.2012.03.012.
    • (2012) Biol Psychiatry , vol.72 , Issue.2 , pp. 107-112
    • Monterosso, J.1    Piray, P.2    Luo, S.3
  • 62
    • 84866562603 scopus 로고    scopus 로고
    • When the world becomes "too real": a Bayesian explanation of autistic perception
    • Pellicano E., Burr D. When the world becomes "too real": a Bayesian explanation of autistic perception. Trends Cognit Sci 2012, 16(10):504-510. 10.1016/j.tics.2012.08.009.
    • (2012) Trends Cognit Sci , vol.16 , Issue.10 , pp. 504-510
    • Pellicano, E.1    Burr, D.2
  • 63
    • 79955479795 scopus 로고    scopus 로고
    • The neural mechanisms of inter-temporal decision-making: understanding variability
    • Peters J., Büchel C. The neural mechanisms of inter-temporal decision-making: understanding variability. Trends Cognit Sci 2011, 15(5):227-239. 10.1016/j.tics.2011.03.002.
    • (2011) Trends Cognit Sci , vol.15 , Issue.5 , pp. 227-239
    • Peters, J.1    Büchel, C.2
  • 64
    • 84870718759 scopus 로고    scopus 로고
    • Formal comparison of dual-parameter temporal discounting models in controls and pathological gamblers
    • Peters J., Miedl S.F., Büchel C. Formal comparison of dual-parameter temporal discounting models in controls and pathological gamblers. PLoS ONE 2012, 7(11):e47225. 10.1371/journal.pone.0047225.
    • (2012) PLoS ONE , vol.7 , Issue.11
    • Peters, J.1    Miedl, S.F.2    Büchel, C.3
  • 65
    • 84883460930 scopus 로고    scopus 로고
    • Probabilistic brains: knowns and unknowns
    • Pouget A., Beck J.M., Ma W.J., Latham P.E. Probabilistic brains: knowns and unknowns. Nat Neurosci 2013, 16(9):1170-1178. 10.1038/nn.3495.
    • (2013) Nat Neurosci , vol.16 , Issue.9 , pp. 1170-1178
    • Pouget, A.1    Beck, J.M.2    Ma, W.J.3    Latham, P.E.4
  • 66
    • 48349092693 scopus 로고    scopus 로고
    • A unified framework for addiction: vulnerabilities in the decision process
    • Redish A.D., Jensen S., Johnson A. A unified framework for addiction: vulnerabilities in the decision process. Behav Brain Sci 2008, 31(4):415-437. 10.1017/S0140525X0800472X.
    • (2008) Behav Brain Sci , vol.31 , Issue.4 , pp. 415-437
    • Redish, A.D.1    Jensen, S.2    Johnson, A.3
  • 67
    • 34548837994 scopus 로고    scopus 로고
    • Reconciling reinforcement learning models with behavioral extinction and renewal: implications for addiction, relapse, and problem gambling
    • Redish A.D., Jensen S., Johnson A., Kurth-Nelson Z. Reconciling reinforcement learning models with behavioral extinction and renewal: implications for addiction, relapse, and problem gambling. Psychol Rev 2007, 114(3):784-805. 10.1037/0033-295X.114.3.784.
    • (2007) Psychol Rev , vol.114 , Issue.3 , pp. 784-805
    • Redish, A.D.1    Jensen, S.2    Johnson, A.3    Kurth-Nelson, Z.4
  • 68
    • 0027305458 scopus 로고
    • The neural basis of drug craving: an incentive-sensitization theory of addiction
    • Robinson T.E., Berridge K.C. The neural basis of drug craving: an incentive-sensitization theory of addiction. Brain Res Rev 1993, 18(3):247-291.
    • (1993) Brain Res Rev , vol.18 , Issue.3 , pp. 247-291
    • Robinson, T.E.1    Berridge, K.C.2
  • 70
    • 84959810873 scopus 로고
    • A behavioral model of rational choice
    • Simon H.A. A behavioral model of rational choice. Q J Econ 1955, 69(1):99. 10.2307/1884852.
    • (1955) Q J Econ , vol.69 , Issue.1 , pp. 99
    • Simon, H.A.1
  • 71
    • 0003311857 scopus 로고
    • Bounded rationality and organizational learning
    • Simon H.A. Bounded rationality and organizational learning. Organiz Sci 1991, 2(1):125-134. 10.1287/orsc.2.1.125.
    • (1991) Organiz Sci , vol.2 , Issue.1 , pp. 125-134
    • Simon, H.A.1
  • 72
    • 84891334262 scopus 로고    scopus 로고
    • Computational approaches to psychiatry
    • Stephan K.E., Mathys C. Computational approaches to psychiatry. Curr Opin Neurobiol 2014, 25:85-92. 10.1016/j.conb.2013.12.007.
    • (2014) Curr Opin Neurobiol , vol.25 , pp. 85-92
    • Stephan, K.E.1    Mathys, C.2
  • 73
    • 84896932271 scopus 로고    scopus 로고
    • Does temporal discounting explain unhealthy behavior? A systematic review and reinforcement learning perspective
    • Story G.W., Vlaev I., Seymour B., Darzi A., Dolan R.J. Does temporal discounting explain unhealthy behavior? A systematic review and reinforcement learning perspective. Front Behav Neurosci 2014, 8:76. 10.3389/fnbeh.2014.00076.
    • (2014) Front Behav Neurosci , vol.8 , pp. 76
    • Story, G.W.1    Vlaev, I.2    Seymour, B.3    Darzi, A.4    Dolan, R.J.5
  • 76
    • 0035735751 scopus 로고    scopus 로고
    • Generalization, similarity, and Bayesian inference
    • discussion 652-791
    • Tenenbaum JB., Griffiths TL. Generalization, similarity, and Bayesian inference. Behav Brain Sci 2001, 24(4):629-640. discussion 652-791. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/12048947.
    • (2001) Behav Brain Sci , vol.24 , Issue.4 , pp. 629-640
    • Tenenbaum, J.B.1    Griffiths, T.L.2
  • 77
    • 34247529903 scopus 로고
    • Availability: a heuristic for judging frequency and probability
    • Tversky A., Kahneman D. Availability: a heuristic for judging frequency and probability. Cognit Psychol 1973, 5:207-232.
    • (1973) Cognit Psychol , vol.5 , pp. 207-232
    • Tversky, A.1    Kahneman, D.2
  • 78
    • 0016264378 scopus 로고
    • Judgment under uncertainty: Heuristics and Biases
    • Tversky A., Kahneman D. Judgment under uncertainty: Heuristics and Biases. Science (New York, N.Y.) 1974, 185(4157):1124-1131. 10.1126/science.185.4157.1124.
    • (1974) Science (New York, N.Y.) , vol.185 , Issue.4157 , pp. 1124-1131
    • Tversky, A.1    Kahneman, D.2
  • 79
    • 85047699564 scopus 로고    scopus 로고
    • Motion illusions as optimal percepts
    • Weiss Y., Simoncelli E.P., Adelson E.H. Motion illusions as optimal percepts. Nat Neurosci 2002, 5(6):598-604. 10.1038/nn858.
    • (2002) Nat Neurosci , vol.5 , Issue.6 , pp. 598-604
    • Weiss, Y.1    Simoncelli, E.P.2    Adelson, E.H.3
  • 80
    • 85062481480 scopus 로고    scopus 로고
    • Addiction: dopamine dips as drug use increases
    • Whalley K. Addiction: dopamine dips as drug use increases. Nat Rev Neurosci 2014, 15(6):349. 10.1038/nrn3752.
    • (2014) Nat Rev Neurosci , vol.15 , Issue.6 , pp. 349
    • Whalley, K.1
  • 81
    • 84899504633 scopus 로고    scopus 로고
    • Excessive cocaine use results from decreased phasic dopamine signaling in the striatum
    • Willuhn I., Burgeno L.M., Groblewski P.A., Phillips P.E.M. Excessive cocaine use results from decreased phasic dopamine signaling in the striatum. Nat Neurosci 2014, 17(5):704-709. 10.1038/nn.3694.
    • (2014) Nat Neurosci , vol.17 , Issue.5 , pp. 704-709
    • Willuhn, I.1    Burgeno, L.M.2    Groblewski, P.A.3    Phillips, P.E.M.4
  • 82
    • 34548204368 scopus 로고    scopus 로고
    • Probabilistic models in human sensorimotor control
    • Wolpert D.M. Probabilistic models in human sensorimotor control. Hum Mov Sci 2007, 26(4):511-524. 10.1016/j.humov.2007.05.005.
    • (2007) Hum Mov Sci , vol.26 , Issue.4 , pp. 511-524
    • Wolpert, D.M.1
  • 83
    • 36148934509 scopus 로고    scopus 로고
    • Adaptive behavior: humans act as Bayesian learners
    • Yu A.J. Adaptive behavior: humans act as Bayesian learners. Curr Biol 2007, 17(22):977-980. 10.1016/j.cub.2007.09.007.
    • (2007) Curr Biol , vol.17 , Issue.22 , pp. 977-980
    • Yu, A.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.