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Volumn 35, Issue 32, 2015, Pages 11233-11251

The good, the bad, and the irrelevant: Neural mechanisms of learning real and hypothetical rewards and effort

Author keywords

Effort; Frontal pole; Hypothetical; Learning; Reward; VmPFC

Indexed keywords

ADULT; AMYGDALOID NUCLEUS; ANTERIOR CINGULATE; ANTERIOR INSULA; ARTICLE; BAYESIAN LEARNING; BEHAVIOR ASSESSMENT; BRAIN FUNCTION; COMPUTER ANALYSIS; CONNECTOME; CONTROLLED STUDY; CORPUS STRIATUM; CORRELATION ANALYSIS; DECISION MAKING; FEMALE; FRONTAL OPERCULUM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; HUMAN; HUMAN EXPERIMENT; INFORMATION PROCESSING; LEARNING; MALE; MATHEMATICAL MODEL; MULTIVARIATE LOGISTIC REGRESSION ANALYSIS; NERVOUS SYSTEM FUNCTION; NORMAL HUMAN; OUTCOME ASSESSMENT; PREDICTION; PREFRONTAL CORTEX; PRIORITY JOURNAL; PSYCHOPHYSIOLOGY; TASK PERFORMANCE; BIOLOGICAL MODEL; BRAIN; BRAIN COMPUTER INTERFACE; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; REWARD; YOUNG ADULT;

EID: 84939132898     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.0396-15.2015     Document Type: Article
Times cited : (71)

References (62)
  • 1
    • 79956132232 scopus 로고    scopus 로고
    • A modelbased fMRI analysis with hierarchical Bayesian parameter estimation
    • CrossRef Medline
    • Ahn WY, Krawitz A, Kim W, Busmeyer JR, Brown JW (2011) A modelbased fMRI analysis with hierarchical Bayesian parameter estimation. J Neurosci Psychol Econ 4:95–110.CrossRef Medline
    • (2011) J Neurosci Psychol Econ , vol.4 , pp. 95-110
    • Ahn, W.Y.1    Krawitz, A.2    Kim, W.3    Busmeyer, J.R.4    Brown, J.W.5
  • 2
    • 1342324773 scopus 로고    scopus 로고
    • Probabilistic independent component analysis for functional magnetic resonance imaging
    • CrossRef Medline
    • Beckmann CF, Smith SM (2004) Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Trans Med Imaging 23:137-152CrossRef Medline
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 137-152
    • Beckmann, C.F.1    Smith, S.M.2
  • 3
    • 0142042792 scopus 로고    scopus 로고
    • General multilevel linear modeling for group analysis in fMRI
    • CrossRef Medline
    • Beckmann CF, Jenkinson M, Smith SM (2003) General multilevel linear modeling for group analysis in fMRI. Neuroimage 20:1052-1063CrossRef Medline
    • (2003) Neuroimage , vol.20 , pp. 1052-1063
    • Beckmann, C.F.1    Jenkinson, M.2    Smith, S.M.3
  • 4
    • 59649084668 scopus 로고    scopus 로고
    • Connectivity-based parcellation of human cingulate cortex and its relation to functional specialization
    • CrossRef Medline
    • Beckmann M, Johansen-Berg H, Rushworth MF (2009) Connectivity-based parcellation of human cingulate cortex and its relation to functional specialization. J Neurosci 29:1175-1190CrossRef Medline
    • (2009) J Neurosci , vol.29 , pp. 1175-1190
    • Beckmann, M.1    Johansen-Berg, H.2    Rushworth, M.F.3
  • 5
    • 34548295327 scopus 로고    scopus 로고
    • Learning the value of information in an uncertain world
    • CrossRef Medline
    • Behrens TE, Woolrich MW, Walton ME, Rushworth MF (2007) Learning the value of information in an uncertain world. Nat Neurosci 10:1214-1221CrossRef Medline
    • (2007) Nat Neurosci , vol.10 , pp. 1214-1221
    • Behrens, T.E.1    Woolrich, M.W.2    Walton, M.E.3    Rushworth, M.F.4
  • 6
    • 67650478665 scopus 로고    scopus 로고
    • Congruence of BOLD response across intertemporal choice conditions: Fictive and real money gains and losses
    • CrossRef Medline
    • Bickel WK, Pitcock JA, Yi R, Angtuaco EJ (2009) Congruence of BOLD response across intertemporal choice conditions: fictive and real money gains and losses. J Neurosci 29:8839-8846CrossRef Medline
    • (2009) J Neurosci , vol.29 , pp. 8839-8846
    • Bickel, W.K.1    Pitcock, J.A.2    Yi, R.3    Angtuaco, E.J.4
  • 7
    • 66449094746 scopus 로고    scopus 로고
    • Howgreenis the grassonthe other side?Frontopolarcortexandtheevidencein favor of alternative courses of action
    • CrossRef Medline
    • Boorman ED, Behrens TE, Woolrich MW, Rushworth MF (2009) Howgreenis the grassonthe other side?Frontopolarcortexandtheevidencein favor of alternative courses of action. Neuron 62:733-743CrossRef Medline
    • (2009) Neuron , vol.62 , pp. 733-743
    • Boorman, E.D.1    Behrens, T.E.2    Woolrich, M.W.3    Rushworth, M.F.4
  • 8
    • 79959297386 scopus 로고    scopus 로고
    • Counterfactual choice and learning in a neural network centered on human lateral frontopolar cortex
    • CrossRef Medline
    • Boorman ED, Behrens TE, Rushworth MF (2011) Counterfactual choice and learning in a neural network centered on human lateral frontopolar cortex. PLoS Biol 9:e1001093CrossRef Medline
    • (2011) Plos Biol , vol.9
    • Boorman, E.D.1    Behrens, T.E.2    Rushworth, M.F.3
  • 9
    • 84873296922 scopus 로고    scopus 로고
    • Ventromedial prefrontal and anterior cingulate cortex adopt choice and default reference frames during sequential multialternative choice
    • CrossRef Medline
    • Boorman ED, Rushworth MF, Behrens TE (2013) Ventromedial prefrontal and anterior cingulate cortex adopt choice and default reference frames during sequential multialternative choice. J Neurosci 33:2242-2253CrossRef Medline
    • (2013) J Neurosci , vol.33 , pp. 2242-2253
    • Boorman, E.D.1    Rushworth, M.F.2    Behrens, T.E.3
  • 10
    • 45949090702 scopus 로고    scopus 로고
    • The neural mechanisms underlying the influence of pavlovian cues on human decision making
    • CrossRef Medline
    • Bray S, Rangel A, Shimojo S, Balleine B, O’Doherty JP (2008) The neural mechanisms underlying the influence of pavlovian cues on human decision making. J Neurosci 28:5861-5866CrossRef Medline
    • (2008) J Neurosci , vol.28 , pp. 5861-5866
    • Bray, S.1    Rangel, A.2    Shimojo, S.3    Balleine, B.4    O’Doherty, J.P.5
  • 11
    • 84872736463 scopus 로고    scopus 로고
    • Neural integration of risk and effort costs by the frontal pole: Only upon request
    • CrossRef Medline
    • Burke CJ, Brünger C, Kahnt T, Park SQ, Tobler PN (2013) Neural integration of risk and effort costs by the frontal pole: only upon request. J Neurosci 33:1706-1713CrossRef Medline
    • (2013) J Neurosci , vol.33 , pp. 1706-1713
    • Burke, C.J.1    Brünger, C.2    Kahnt, T.3    Park, S.Q.4    Tobler, P.N.5
  • 12
    • 0029560538 scopus 로고
    • Limbic connections of the orbital and medial prefrontal cortex in macaque monkeys
    • CrossRef Medline
    • Carmichael ST, Price JL (1995) Limbic connections of the orbital and medial prefrontal cortex in macaque monkeys. J Comp Neurol 363:615-641CrossRef Medline
    • (1995) J Comp Neurol , vol.363 , pp. 615-641
    • Carmichael, S.T.1    Price, J.L.2
  • 13
    • 84896696352 scopus 로고    scopus 로고
    • A neural mechanism underlying failure of optimal choice with multiple alternatives
    • CrossRef Medline
    • Chau BK, Kolling N, Hunt LT, Walton ME, Rushworth MF (2014) A neural mechanism underlying failure of optimal choice with multiple alternatives. Nat Neurosci 17:463-470CrossRef Medline
    • (2014) Nat Neurosci , vol.17 , pp. 463-470
    • Chau, B.K.1    Kolling, N.2    Hunt, L.T.3    Walton, M.E.4    Rushworth, M.F.5
  • 14
    • 41149129663 scopus 로고    scopus 로고
    • Smokers’ brains compute, but ignore, a fictive error signal in a sequential investment task
    • CrossRef Medline
    • Chiu PH, Lohrenz TM, Montague PR (2008) Smokers’ brains compute, but ignore, a fictive error signal in a sequential investment task. Nat Neurosci 11:514-520CrossRef Medline
    • (2008) Nat Neurosci , vol.11 , pp. 514-520
    • Chiu, P.H.1    Lohrenz, T.M.2    Montague, P.R.3
  • 16
    • 33745223257 scopus 로고    scopus 로고
    • Cortical substrates for exploratory decisions in humans
    • CrossRef Medline
    • Daw ND, O’Doherty JP, Dayan P, Seymour B, Dolan RJ (2006) Cortical substrates for exploratory decisions in humans. Nature 441:876-879CrossRef Medline
    • (2006) Nature , vol.441 , pp. 876-879
    • Daw, N.D.1    O’Doherty, J.P.2    Dayan, P.3    Seymour, B.4    Dolan, R.J.5
  • 17
    • 79952746011 scopus 로고    scopus 로고
    • Model-based influences on humans’ choices and striatal prediction errors
    • CrossRef Medline
    • Daw ND, Gershman SJ, Seymour B, Dayan P, Dolan RJ (2011) Model-based influences on humans’ choices and striatal prediction errors. Neuron 69:1204-1215CrossRef Medline
    • (2011) Neuron , vol.69 , pp. 1204-1215
    • Daw, N.D.1    Gershman, S.J.2    Seymour, B.3    Dayan, P.4    Dolan, R.J.5
  • 18
    • 0041517689 scopus 로고    scopus 로고
    • Optimized EPI for fMRI studies of the orbitofrontal cortex
    • CrossRef Medline
    • Deichmann R, Gottfried JA, Hutton C, Turner R (2003) Optimized EPI for fMRI studies of the orbitofrontal cortex. Neuroimage 19:430-441CrossRef Medline
    • (2003) Neuroimage , vol.19 , pp. 430-441
    • Deichmann, R.1    Gottfried, J.A.2    Hutton, C.3    Turner, R.4
  • 19
    • 33746896990 scopus 로고    scopus 로고
    • Frames, biases, and rational decision-making in the human brain
    • CrossRef Medline
    • de Martino B, Kumaran D, Seymour B, Dolan RJ (2006) Frames, biases, and rational decision-making in the human brain. Science 313:684-687CrossRef Medline
    • (2006) Science , vol.313 , pp. 684-687
    • De Martino, B.1    Kumaran, D.2    Seymour, B.3    Dolan, R.J.4
  • 20
    • 84903295903 scopus 로고    scopus 로고
    • Human cognition: Foundations of human reasoning in the prefrontal cortex
    • CrossRef Medline
    • Donoso M, Collins AG, Koechlin E (2014) Human cognition: foundations of human reasoning in the prefrontal cortex. Science 344:1481-1486CrossRef Medline
    • (2014) Science , vol.344 , pp. 1481-1486
    • Donoso, M.1    Collins, A.G.2    Koechlin, E.3
  • 22
    • 84880763365 scopus 로고    scopus 로고
    • Aversive Pavlovian control of instrumental behavior in humans
    • CrossRef Medline
    • Geurts DE, Huys QJ, den Ouden HE, Cools R (2013) Aversive Pavlovian control of instrumental behavior in humans. J Cogn Neurosci 25:1428-1441CrossRef Medline
    • (2013) J Cogn Neurosci , vol.25 , pp. 1428-1441
    • Geurts, D.E.1    Huys, Q.J.2    Den Ouden, H.E.3    Cools, R.4
  • 26
    • 84895472378 scopus 로고    scopus 로고
    • Multiple neural mechanisms of decision making and their competition under changing risk pressure
    • CrossRef Medline
    • Kolling N, Wittmann M, Rushworth MF (2014) Multiple neural mechanisms of decision making and their competition under changing risk pressure. Neuron 81:1190-1202CrossRef Medline
    • (2014) Neuron , vol.81 , pp. 1190-1202
    • Kolling, N.1    Wittmann, M.2    Rushworth, M.F.3
  • 27
    • 84876005904 scopus 로고    scopus 로고
    • Effort and valuation in the brain: The effects of anticipation and execution
    • CrossRef Medline
    • Kurniawan IT, Guitart-Masip M, Dayan P, Dolan RJ (2013) Effort and valuation in the brain: the effects of anticipation and execution. J Neurosci 33:6160-6169CrossRef Medline
    • (2013) J Neurosci , vol.33 , pp. 6160-6169
    • Kurniawan, I.T.1    Guitart-Masip, M.2    Dayan, P.3    Dolan, R.J.4
  • 28
    • 84939196162 scopus 로고    scopus 로고
    • Bayesian cognitive modeling: A practical course. Cambridge: Cambridge UP. Lohrenz T, McCabe K, Camerer CF, Montague PR (2007) Neural signature of fictive learning signals in a sequential investment task
    • CrossRef Medline
    • Lee MD, Wagenmakers E-J (2014) Bayesian cognitive modeling: a practical course. Cambridge: Cambridge UP. Lohrenz T, McCabe K, Camerer CF, Montague PR (2007) Neural signature of fictive learning signals in a sequential investment task. Proc Natl Acad Sci U S A 104:9493-9498CrossRef Medline
    • (2014) Proc Natl Acad Sci U S A , vol.104 , pp. 9493-9498
    • Lee, M.D.1    Wagenmakers, E.-J.2
  • 30
    • 84895167453 scopus 로고    scopus 로고
    • Comparison of human ventral frontal cortex areas for cognitive control and language with areas in monkey frontal cortex
    • CrossRef Medline
    • Neubert FX, Mars RB, Thomas AG, Sallet J, Rushworth MF (2014) Comparison of human ventral frontal cortex areas for cognitive control and language with areas in monkey frontal cortex. Neuron 81:700-713CrossRef Medline
    • (2014) Neuron , vol.81 , pp. 700-713
    • Neubert, F.X.1    Mars, R.B.2    Thomas, A.G.3    Sallet, J.4    Rushworth, M.F.5
  • 31
    • 84929430289 scopus 로고    scopus 로고
    • Connectivity profiles reveal relationship of brain areas for reward-guided learning and decision making in human and monkey frontal cortex
    • CrossRef Medline
    • Neubert FX, Mars RB, Sallet J, Rushworth MFS (2015) Connectivity profiles reveal relationship of brain areas for reward-guided learning and decision making in human and monkey frontal cortex. Proc Natl Acad Sci U S A 112:E2695-E2704CrossRef Medline
    • (2015) Proc Natl Acad Sci U S A , vol.112
    • Neubert, F.X.1    Mars, R.B.2    Sallet, J.3    Rushworth, M.4
  • 32
    • 79551653960 scopus 로고    scopus 로고
    • Hierarchical Bayesian parameter estimation for cumulative prospect theory
    • CrossRef
    • Nilsson H, Rieskamp J, Wagenmakers EJ (2011) Hierarchical Bayesian parameter estimation for cumulative prospect theory. J Math Psychol 55: 84-93CrossRef
    • (2011) J Math Psychol , vol.55 , pp. 84-93
    • Nilsson, H.1    Rieskamp, J.2    Wagenmakers, E.J.3
  • 33
    • 84859322403 scopus 로고    scopus 로고
    • Re-evaluating the role of the orbitofrontal cortex in reward and reinforcement
    • CrossRef Medline
    • Noonan MP, Kolling N, Walton ME, Rushworth MF (2012) Re-evaluating the role of the orbitofrontal cortex in reward and reinforcement. Eur J Neurosci 35:997-1010CrossRef Medline
    • (2012) Eur J Neurosci , vol.35 , pp. 997-1010
    • Noonan, M.P.1    Kolling, N.2    Walton, M.E.3    Rushworth, M.F.4
  • 36
    • 34248584384 scopus 로고    scopus 로고
    • How the brain translates money into force: A neuroimaging study of subliminal motivation
    • CrossRef Medline
    • Pessiglione M, Schmidt L, Draganski B, Kalisch R, Lau H, Dolan RJ, Frith CD (2007) How the brain translates money into force: a neuroimaging study of subliminal motivation. Science 316:904-906CrossRef Medline
    • (2007) Science , vol.316 , pp. 904-906
    • Pessiglione, M.1    Schmidt, L.2    Draganski, B.3    Kalisch, R.4    Lau, H.5    Dolan, R.J.6    Frith, C.D.7
  • 38
    • 13844271275 scopus 로고    scopus 로고
    • SPSS and SAS procedures for estimating indirect effects in simple mediation models
    • CrossRef Medline
    • Preacher KJ, Hayes AF (2004) SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behav Res Methods Instrum Comput 36:717-731CrossRef Medline
    • (2004) Behav Res Methods Instrum Comput , vol.36 , pp. 717-731
    • Preacher, K.J.1    Hayes, A.F.2
  • 40
    • 84862244642 scopus 로고    scopus 로고
    • Neural correlates of specific and general Pavlovian-to-Instrumental Transfer within human amygdalar subregions: A high-resolution fMRI study
    • CrossRef Medline
    • Prévost C, Liljeholm M, Tyszka JM, O’Doherty JP (2012) Neural correlates of specific and general Pavlovian-to-Instrumental Transfer within human amygdalar subregions: a high-resolution fMRI study. J Neurosci 32:8383-8390CrossRef Medline
    • (2012) J Neurosci , vol.32 , pp. 8383-8390
    • Prévost, C.1    Liljeholm, M.2    Tyszka, J.M.3    O’Doherty, J.P.4
  • 41
    • 77952544599 scopus 로고    scopus 로고
    • Neural computations associated with goal-directed choice
    • CrossRef Medline
    • Rangel A, Hare T (2010) Neural computations associated with goal-directed choice. Curr Opin Neurobiol 20:262-270CrossRef Medline
    • (2010) Curr Opin Neurobiol , vol.20 , pp. 262-270
    • Rangel, A.1    Hare, T.2
  • 42
    • 34548047531 scopus 로고    scopus 로고
    • Assessing functional connectivity in the human brain by fMRI
    • CrossRef Medline
    • Rogers BP, Morgan VL, Newton AT, Gore JC (2007) Assessing functional connectivity in the human brain by fMRI. Magn Reson Imaging 25:1347-1357CrossRef Medline
    • (2007) Magn Reson Imaging , vol.25 , pp. 1347-1357
    • Rogers, B.P.1    Morgan, V.L.2    Newton, A.T.3    Gore, J.C.4
  • 43
    • 65949115501 scopus 로고    scopus 로고
    • A genetically mediated bias in decision making driven by failure of amygdala control
    • CrossRef Medline
    • Roiser JP, de Martino B, Tan GC, Kumaran D, Seymour B, Wood NW, Dolan RJ (2009) A genetically mediated bias in decision making driven by failure of amygdala control. J Neurosci 29:5985-5991CrossRef Medline
    • (2009) J Neurosci , vol.29 , pp. 5985-5991
    • Roiser, J.P.1    De Martino, B.2    Tan, G.C.3    Kumaran, D.4    Seymour, B.5    Wood, N.W.6    Dolan, R.J.7
  • 45
    • 84878178249 scopus 로고    scopus 로고
    • Valuation and decisionmaking in frontal cortex: One or many serial or parallel systems?
    • CrossRef Medline
    • Rushworth MF, Kolling N, Sallet J, Mars RB (2012) Valuation and decisionmaking in frontal cortex: one or many serial or parallel systems? Curr Opin Neurobiol 22:946-955CrossRef Medline
    • (2012) Curr Opin Neurobiol , vol.22 , pp. 946-955
    • Rushworth, M.F.1    Kolling, N.2    Sallet, J.3    Mars, R.B.4
  • 46
    • 0028111279 scopus 로고
    • Nucleus accumbens dopamine release increases during instrumental lever pressing for food but not free food consumption
    • CrossRef Medline
    • Salamone JD, Cousins MS, McCullough LD, Carriero DL, Berkowitz RJ (1994) Nucleus accumbens dopamine release increases during instrumental lever pressing for food but not free food consumption. Pharmacol Biochem Behav 49:25-31CrossRef Medline
    • (1994) Pharmacol Biochem Behav , vol.49 , pp. 25-31
    • Salamone, J.D.1    Cousins, M.S.2    McCullough, L.D.3    Carriero, D.L.4    Berkowitz, R.J.5
  • 47
    • 0037382478 scopus 로고    scopus 로고
    • Nucleus accumbens dopamine and the regulation of effort in food-seeking behavior: Implications for studies of natural motivation, psychiatry, and drug abuse
    • CrossRef Medline
    • Salamone JD, Correa M, Mingote S, Weber SM (2003) Nucleus accumbens dopamine and the regulation of effort in food-seeking behavior: implications for studies of natural motivation, psychiatry, and drug abuse. J Pharmacol Exp Ther 305:1-8CrossRef Medline
    • (2003) J Pharmacol Exp Ther , vol.305 , pp. 1-8
    • Salamone, J.D.1    Correa, M.2    Mingote, S.3    Weber, S.M.4
  • 50
    • 57549108651 scopus 로고    scopus 로고
    • A survey of model evaluation approaches with a tutorial on hierarchical bayesian methods
    • CrossRef Medline
    • Shiffrin RM, Lee MD, Kim W, Wagenmakers EJ (2008) A survey of model evaluation approaches with a tutorial on hierarchical bayesian methods. Cogn Sci 32:1248-1284CrossRef Medline
    • (2008) Cogn Sci , vol.32 , pp. 1248-1284
    • Shiffrin, R.M.1    Lee, M.D.2    Kim, W.3    Wagenmakers, E.J.4
  • 51
    • 84911425685 scopus 로고    scopus 로고
    • Learning to minimize efforts versus maximizing rewards: Computational principles and neural correlates
    • CrossRef Medline
    • Skvortsova V, Palminteri S, Pessiglione M (2014) Learning to minimize efforts versus maximizing rewards: computational principles and neural correlates. J Neurosci 34:15621-15630CrossRef Medline
    • (2014) J Neurosci , vol.34 , pp. 15621-15630
    • Skvortsova, V.1    Palminteri, S.2    Pessiglione, M.3
  • 52
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • CrossRef Medline
    • Smith SM (2002) Fast robust automated brain extraction. HumBrain Mapp 17:143-155CrossRef Medline
    • (2002) Humbrain Mapp , vol.17 , pp. 143-155
    • Smith, S.M.1
  • 56
    • 48549088919 scopus 로고    scopus 로고
    • Calculating consequences: Brain systems that encode the causal effects of actions
    • CrossRef Medline
    • Tanaka SC, Balleine BW, O’Doherty JP (2008) Calculating consequences: brain systems that encode the causal effects of actions. J Neurosci 28: 6750-6755CrossRef Medline
    • (2008) J Neurosci , vol.28 , pp. 6750-6755
    • Tanaka, S.C.1    Balleine, B.W.2    O’Doherty, J.P.3
  • 57
    • 80053607918 scopus 로고    scopus 로고
    • Ubiquity and specificity of reinforcement signals throughout the human brain
    • CrossRef Medline
    • Vickery TJ, Chun MM, Lee D (2011) Ubiquity and specificity of reinforcement signals throughout the human brain. Neuron 72:166-177CrossRef Medline
    • (2011) Neuron , vol.72 , pp. 166-177
    • Vickery, T.J.1    Chun, M.M.2    Lee, D.3
  • 58
    • 0037114948 scopus 로고    scopus 로고
    • Therole of rat medial frontal cortex in effort-based decision making
    • Medline
    • Walton ME, Bannerman DM, Rushworth MF (2002) Therole of rat medial frontal cortex in effort-based decision making. J Neurosci 22:10996-11003. Medline
    • (2002) J Neurosci , vol.22 , pp. 10996-11003
    • Walton, M.E.1    Bannerman, D.M.2    Rushworth, M.F.3
  • 59
    • 0042343820 scopus 로고    scopus 로고
    • Functional specialization within medial frontal cortex of the anterior cingulate for evaluating effort-related decisions
    • Medline
    • Walton ME, Bannerman DM, Alterescu K, Rushworth MF (2003) Functional specialization within medial frontal cortex of the anterior cingulate for evaluating effort-related decisions. J Neurosci 23:6475-6479. Medline
    • (2003) J Neurosci , vol.23 , pp. 6475-6479
    • Walton, M.E.1    Bannerman, D.M.2    Alterescu, K.3    Rushworth, M.F.4
  • 60
    • 33749074012 scopus 로고    scopus 로고
    • Weighingupthe benefits of work: Behavioralandneural analyses of effort-related decision making
    • CrossRef Medline
    • Walton ME, Kennerley SW, Bannerman DM, Phillips PE, Rushworth MF (2006) Weighingupthe benefits of work: behavioralandneural analyses of effort-related decision making. Neural Netw 19:1302-1314CrossRef Medline
    • (2006) Neural Netw , vol.19 , pp. 1302-1314
    • Walton, M.E.1    Kennerley, S.W.2    Bannerman, D.M.3    Phillips, P.E.4    Rushworth, M.F.5
  • 61
    • 0035212159 scopus 로고    scopus 로고
    • Temporal autocorrelation in univariate linear modeling of fMRI data
    • CrossRef Medline
    • Woolrich MW, Ripley BD, Brady M, Smith SM (2001) Temporal autocorrelation in univariate linear modeling of fMRI data. Neuroimage 14: 1370-1386CrossRef Medline
    • (2001) Neuroimage , vol.14 , pp. 1370-1386
    • Woolrich, M.W.1    Ripley, B.D.2    Brady, M.3    Smith, S.M.4
  • 62
    • 84860307045 scopus 로고    scopus 로고
    • Mapping value based planning and extensively trained choice in the human brain
    • CrossRef Medline
    • Wunderlich K, Dayan P, Dolan RJ (2012) Mapping value based planning and extensively trained choice in the human brain. Nat Neurosci 15:786-791CrossRef Medline
    • (2012) Nat Neurosci , vol.15 , pp. 786-791
    • Wunderlich, K.1    Dayan, P.2    Dolan, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.