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Volumn 113, Issue 31, 2016, Pages E4531-E4540

Hierarchical decision processes that operate over distinct timescales underlie choice and changes in strategy

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ADAPTIVE BEHAVIOR; BEHAVIOR CHANGE; CONFERENCE PAPER; CONTROLLED STUDY; DECISION MAKING; ENVIRONMENTAL CHANGE; FEEDBACK SYSTEM; FEMALE; FOLLOW UP; HUMAN; HUMAN EXPERIMENT; INTEGRATION; MALE; MOTION; NEGATIVE FEEDBACK; NORMAL HUMAN; POSITIVE FEEDBACK; PRIORITY JOURNAL; RESPONSE TIME; SACCADIC EYE MOVEMENT; STIMULUS; TIME; ALGORITHM; BRAIN; COPING BEHAVIOR; MOVEMENT PERCEPTION; NERVE CELL NETWORK; PHYSIOLOGY; PSYCHOLOGICAL FEEDBACK; PSYCHOMOTOR PERFORMANCE; STATISTICAL MODEL; UNCERTAINTY;

EID: 84982685000     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1524685113     Document Type: Article
Times cited : (71)

References (62)
  • 1
    • 85047686232 scopus 로고    scopus 로고
    • Executive control of visual attention in dual-Task situations
    • Logan GD, Gordon RD (2001) Executive control of visual attention in dual-Task situations. Psychol Rev 108(2):393-434.
    • (2001) Psychol Rev , vol.108 , Issue.2 , pp. 393-434
    • Logan, G.D.1    Gordon, R.D.2
  • 2
    • 70350566799 scopus 로고    scopus 로고
    • Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective
    • Botvinick MM, Niv Y, Barto AC (2009) Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective. Cognition 113(3):262-280.
    • (2009) Cognition , vol.113 , Issue.3 , pp. 262-280
    • Botvinick, M.M.1    Niv, Y.2    Barto, A.C.3
  • 3
    • 65649149780 scopus 로고    scopus 로고
    • Representation of confidence associated with a decision by neurons in the parietal cortex
    • Kiani R, Shadlen MN (2009) Representation of confidence associated with a decision by neurons in the parietal cortex. Science 324(5928):759-764.
    • (2009) Science , vol.324 , Issue.5928 , pp. 759-764
    • Kiani, R.1    Shadlen, M.N.2
  • 4
    • 84926392929 scopus 로고    scopus 로고
    • Choice certainty is informed by both evidence and decision time
    • Kiani R, Corthell L, Shadlen MN (2014) Choice certainty is informed by both evidence and decision time. Neuron 84(6):1329-1342.
    • (2014) Neuron , vol.84 , Issue.6 , pp. 1329-1342
    • Kiani, R.1    Corthell, L.2    Shadlen, M.N.3
  • 5
    • 84864934073 scopus 로고    scopus 로고
    • Neuronal correlates of metacognition in primate frontal cortex
    • Middlebrooks PG, Sommer MA (2012) Neuronal correlates of metacognition in primate frontal cortex. Neuron 75(3):517-530.
    • (2012) Neuron , vol.75 , Issue.3 , pp. 517-530
    • Middlebrooks, P.G.1    Sommer, M.A.2
  • 6
    • 51649116802 scopus 로고    scopus 로고
    • Neural correlates, computation and behavioural impact of decision confidence
    • Kepecs A, Uchida N, Zariwala HA, Mainen ZF (2008) Neural correlates, computation and behavioural impact of decision confidence. Nature 455(7210):227-231.
    • (2008) Nature , vol.455 , Issue.7210 , pp. 227-231
    • Kepecs, A.1    Uchida, N.2    Zariwala, H.A.3    Mainen, Z.F.4
  • 8
    • 77955313168 scopus 로고    scopus 로고
    • Two-stage dynamic signal detection: A theory of choice, decision time, and confidence
    • Pleskac TJ, Busemeyer JR (2010) Two-stage dynamic signal detection: A theory of choice, decision time, and confidence. Psychol Rev 117(3):864-901.
    • (2010) Psychol Rev , vol.117 , Issue.3 , pp. 864-901
    • Pleskac, T.J.1    Busemeyer, J.R.2
  • 9
    • 84926511804 scopus 로고    scopus 로고
    • Post choice information integration as a causal determinant of confidence: Novel data and a computational account
    • Moran R, Teodorescu AR, Usher M (2015) Post choice information integration as a causal determinant of confidence: Novel data and a computational account. Cognit Psychol 78:99-147.
    • (2015) Cognit Psychol , vol.78 , pp. 99-147
    • Moran, R.1    Teodorescu, A.R.2    Usher, M.3
  • 10
    • 84886657443 scopus 로고    scopus 로고
    • Modeling confidence judgments, response times, and multiple choices in decision making: Recognition memory and motion discrimination
    • Ratcliff R, Starns JJ (2013) Modeling confidence judgments, response times, and multiple choices in decision making: Recognition memory and motion discrimination. Psychol Rev 120(3):697-719.
    • (2013) Psychol Rev , vol.120 , Issue.3 , pp. 697-719
    • Ratcliff, R.1    Starns, J.J.2
  • 11
    • 84901217821 scopus 로고    scopus 로고
    • Relation between belief and performance in perceptual decision making
    • Drugowitsch J, Moreno-Bote R, Pouget A (2014) Relation between belief and performance in perceptual decision making. PLoS One 9(5):e96511.
    • (2014) PLoS One , vol.9 , Issue.5 , pp. e96511
    • Drugowitsch, J.1    Moreno-Bote, R.2    Pouget, A.3
  • 12
    • 84903295903 scopus 로고    scopus 로고
    • Human cognition Foundations of human reasoning in the prefrontal cortex
    • Donoso M, Collins AG, Koechlin E (2014) Human cognition. Foundations of human reasoning in the prefrontal cortex. Science 344(6191):1481-1486.
    • (2014) Science , vol.344 , Issue.6191 , pp. 1481-1486
    • Donoso, M.1    Collins, A.G.2    Koechlin, E.3
  • 13
    • 84908102030 scopus 로고    scopus 로고
    • Neural correlates of strategic reasoning during competitive games
    • Seo H, Cai X, Donahue CH, Lee D (2014) Neural correlates of strategic reasoning during competitive games. Science 346(6207):340-343.
    • (2014) Science , vol.346 , Issue.6207 , pp. 340-343
    • Seo, H.1    Cai, X.2    Donahue, C.H.3    Lee, D.4
  • 14
    • 84862853075 scopus 로고    scopus 로고
    • Rational regulation of learning dynamics by pupil-linked arousal systems
    • Nassar MR, et al. (2012) Rational regulation of learning dynamics by pupil-linked arousal systems. Nat Neurosci 15(7):1040-1046.
    • (2012) Nat Neurosci , vol.15 , Issue.7 , pp. 1040-1046
    • Nassar, M.R.1
  • 18
    • 20444388016 scopus 로고    scopus 로고
    • Uncertainty, neuromodulation, and attention
    • Yu AJ, Dayan P (2005) Uncertainty, neuromodulation, and attention. Neuron 46(4): 681-692.
    • (2005) Neuron , vol.46 , Issue.4 , pp. 681-692
    • Yu, A.J.1    Dayan, P.2
  • 19
    • 84922572232 scopus 로고    scopus 로고
    • Reversal learning and dopamine: A Bayesian perspective
    • Costa VD, Tran VL, Turchi J, Averbeck BB (2015) Reversal learning and dopamine: A Bayesian perspective. J Neurosci 35(6):2407-2416.
    • (2015) J Neurosci , vol.35 , Issue.6 , pp. 2407-2416
    • Costa, V.D.1    Tran, V.L.2    Turchi, J.3    Averbeck, B.B.4
  • 20
    • 84943300081 scopus 로고    scopus 로고
    • The sense of confidence during probabilistic learning: A normative account
    • Meyniel F, Schlunegger D, Dehaene S (2015) The sense of confidence during probabilistic learning: A normative account. PLOS Comput Biol 11(6):e1004305.
    • (2015) PLOS Comput Biol , vol.11 , Issue.6 , pp. e1004305
    • Meyniel, F.1    Schlunegger, D.2    Dehaene, S.3
  • 21
    • 55349147968 scopus 로고    scopus 로고
    • Detecting and predicting changes
    • Brown SD, Steyvers M (2009) Detecting and predicting changes. Cognit Psychol 58(1): 49-67.
    • (2009) Cognit Psychol , vol.58 , Issue.1 , pp. 49-67
    • Brown, S.D.1    Steyvers, M.2
  • 22
    • 41149144550 scopus 로고    scopus 로고
    • Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment
    • Kiani R, Hanks TD, Shadlen MN (2008) Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment. J Neurosci 28(12): 3017-3029.
    • (2008) J Neurosci , vol.28 , Issue.12 , pp. 3017-3029
    • Kiani, R.1    Hanks, T.D.2    Shadlen, M.N.3
  • 23
    • 0034796381 scopus 로고    scopus 로고
    • Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey
    • Shadlen MN, Newsome WT (2001) Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. J Neurophysiol 86(4):1916-1936.
    • (2001) J Neurophysiol , vol.86 , Issue.4 , pp. 1916-1936
    • Shadlen, M.N.1    Newsome, W.T.2
  • 24
    • 79959678641 scopus 로고    scopus 로고
    • Neuronal basis of sequential foraging decisions in a patchy environment
    • Hayden BY, Pearson JM, Platt ML (2011) Neuronal basis of sequential foraging decisions in a patchy environment. Nat Neurosci 14(7):933-939.
    • (2011) Nat Neurosci , vol.14 , Issue.7 , pp. 933-939
    • Hayden, B.Y.1    Pearson, J.M.2    Platt, M.L.3
  • 25
    • 84878551754 scopus 로고    scopus 로고
    • The timescale of perceptual evidence integration can be adapted to the environment
    • Ossmy O, et al. (2013) The timescale of perceptual evidence integration can be adapted to the environment. Curr Biol 23(11):981-986.
    • (2013) Curr Biol , vol.23 , Issue.11 , pp. 981-986
    • Ossmy, O.1
  • 26
    • 78249273614 scopus 로고    scopus 로고
    • Neurally constrained modeling of perceptual decision making
    • Purcell BA, et al. (2010) Neurally constrained modeling of perceptual decision making. Psychol Rev 117(4):1113-1143.
    • (2010) Psychol Rev , vol.117 , Issue.4 , pp. 1113-1143
    • Purcell, B.A.1
  • 28
    • 33750347385 scopus 로고    scopus 로고
    • The physics of optimal decision making: A formal analysis of models of performance in two-Alternative forced-choice tasks
    • Bogacz R, Brown E, Moehlis J, Holmes P, Cohen JD (2006) The physics of optimal decision making: A formal analysis of models of performance in two-Alternative forced-choice tasks. Psychol Rev 113(4):700-765.
    • (2006) Psychol Rev , vol.113 , Issue.4 , pp. 700-765
    • Bogacz, R.1    Brown, E.2    Moehlis, J.3    Holmes, P.4    Cohen, J.D.5
  • 29
    • 33845610186 scopus 로고    scopus 로고
    • Evidence for time-variant decision making
    • Ditterich J (2006) Evidence for time-variant decision making. Eur J Neurosci 24(12): 3628-3641.
    • (2006) Eur J Neurosci , vol.24 , Issue.12 , pp. 3628-3641
    • Ditterich, J.1
  • 30
    • 44349161769 scopus 로고    scopus 로고
    • Decision-making with multiple alternatives
    • Churchland AK, Kiani R, Shadlen MN (2008) Decision-making with multiple alternatives. Nat Neurosci 11(6):693-702.
    • (2008) Nat Neurosci , vol.11 , Issue.6 , pp. 693-702
    • Churchland, A.K.1    Kiani, R.2    Shadlen, M.N.3
  • 31
    • 84959259798 scopus 로고    scopus 로고
    • Neural mechanisms of post-error adjustments of decision policy in parietal cortex
    • Purcell BA, Kiani R (2016) Neural mechanisms of post-error adjustments of decision policy in parietal cortex. Neuron 89(3):658-671.
    • (2016) Neuron , vol.89 , Issue.3 , pp. 658-671
    • Purcell, B.A.1    Kiani, R.2
  • 32
    • 84927522187 scopus 로고    scopus 로고
    • Distinct relationships of parietal and prefrontal cortices to evidence accumulation
    • Hanks TD, et al. (2015) Distinct relationships of parietal and prefrontal cortices to evidence accumulation. Nature 520(7546):220-223.
    • (2015) Nature , vol.520 , Issue.7546 , pp. 220-223
    • Hanks, T.D.1
  • 33
    • 84902324361 scopus 로고    scopus 로고
    • A neural mechanism of speed-Accuracy tradeoff in macaque area LIP
    • Hanks T, Kiani R, Shadlen MN (2014) A neural mechanism of speed-Accuracy tradeoff in macaque area LIP. eLife 3:3.
    • (2014) ELife , vol.3 , pp. 3
    • Hanks, T.1    Kiani, R.2    Shadlen, M.N.3
  • 34
    • 78649417324 scopus 로고    scopus 로고
    • Caudate encodes multiple computations for perceptual decisions
    • Ding L, Gold JI (2010) Caudate encodes multiple computations for perceptual decisions. J Neurosci 30(47):15747-15759.
    • (2010) J Neurosci , vol.30 , Issue.47 , pp. 15747-15759
    • Ding, L.1    Gold, J.I.2
  • 35
    • 0141788661 scopus 로고    scopus 로고
    • A comparison of macaque behavior and superior colliculus neuronal activity to predictions from models of two-choice decisions
    • Ratcliff R, Cherian A, Segraves M (2003) A comparison of macaque behavior and superior colliculus neuronal activity to predictions from models of two-choice decisions. J Neurophysiol 90(3):1392-1407.
    • (2003) J Neurophysiol , vol.90 , Issue.3 , pp. 1392-1407
    • Ratcliff, R.1    Cherian, A.2    Segraves, M.3
  • 36
    • 84887004840 scopus 로고    scopus 로고
    • Decision making as a window on cognition
    • Shadlen MN, Kiani R (2013) Decision making as a window on cognition. Neuron 80(3): 791-806.
    • (2013) Neuron , vol.80 , Issue.3 , pp. 791-806
    • Shadlen, M.N.1    Kiani, R.2
  • 37
    • 84862867391 scopus 로고    scopus 로고
    • Using time-varying evidence to test models of decision dynamics: Bounded diffusion vs.The leaky competing accumulator model
    • Tsetsos K, Gao J, McClelland JL, Usher M (2012) Using time-varying evidence to test models of decision dynamics: Bounded diffusion vs.The leaky competing accumulator model. Front Neurosci 6:79.
    • (2012) Front Neurosci , vol.6 , pp. 79
    • Tsetsos, K.1    Gao, J.2    McClelland, J.L.3    Usher, M.4
  • 38
    • 84926389730 scopus 로고    scopus 로고
    • Dynamics of postdecisional processing of confidence
    • Yu S, Pleskac TJ, Zeigenfuse MD (2015) Dynamics of postdecisional processing of confidence. J Exp Psychol Gen 144(2):489-510.
    • (2015) J Exp Psychol Gen , vol.144 , Issue.2 , pp. 489-510
    • Yu, S.1    Pleskac, T.J.2    Zeigenfuse, M.D.3
  • 40
    • 0000193326 scopus 로고
    • Optimum character of the sequential probability ratio test
    • Wald A, Wolfowitz J (1948) Optimum character of the sequential probability ratio test. Ann Math Stat 19(3):326-339.
    • (1948) Ann Math Stat , vol.19 , Issue.3 , pp. 326-339
    • Wald, A.1    Wolfowitz, J.2
  • 41
    • 0035155538 scopus 로고    scopus 로고
    • Neural computations that underlie decisions about sensory stimuli
    • Gold JI, Shadlen MN (2001) Neural computations that underlie decisions about sensory stimuli. Trends Cogn Sci 5(1):10-16.
    • (2001) Trends Cogn Sci , vol.5 , Issue.1 , pp. 10-16
    • Gold, J.I.1    Shadlen, M.N.2
  • 42
    • 84925594357 scopus 로고    scopus 로고
    • A neural implementation of Wald's sequential probability ratio test
    • Kira S, Yang T, Shadlen MN (2015) A neural implementation of Wald's sequential probability ratio test. Neuron 85(4):861-873.
    • (2015) Neuron , vol.85 , Issue.4 , pp. 861-873
    • Kira, S.1    Yang, T.2    Shadlen, M.N.3
  • 43
    • 84859838832 scopus 로고    scopus 로고
    • Comparison of the distortion of probability information in decision under risk and an equivalent visual task
    • Glaser C, Trommershäuser J, Mamassian P, Maloney LT (2012) Comparison of the distortion of probability information in decision under risk and an equivalent visual task. Psychol Sci 23(4):419-426.
    • (2012) Psychol Sci , vol.23 , Issue.4 , pp. 419-426
    • Glaser, C.1    Trommershäuser, J.2    Mamassian, P.3    Maloney, L.T.4
  • 44
    • 0000125532 scopus 로고
    • Prospect theory: An analysis of decision under risk
    • Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk. Econometrica 47(2):263-291.
    • (1979) Econometrica , vol.47 , Issue.2 , pp. 263-291
    • Kahneman, D.1    Tversky, A.2
  • 47
    • 0002413151 scopus 로고
    • The relation of the time of a judgment to its accuracy
    • Henmon VAC (1911) The relation of the time of a judgment to its accuracy. Psychol Rev 18(3):186-201.
    • (1911) Psychol Rev , vol.18 , Issue.3 , pp. 186-201
    • Vac, H.1
  • 49
    • 84655167229 scopus 로고    scopus 로고
    • Neural correlates of reliabilitybased cue weighting during multisensory integration
    • Fetsch CR, Pouget A, DeAngelis GC, Angelaki DE (2011) Neural correlates of reliabilitybased cue weighting during multisensory integration. Nat Neurosci 15(1):146-154.
    • (2011) Nat Neurosci , vol.15 , Issue.1 , pp. 146-154
    • Fetsch, C.R.1    Pouget, A.2    DeAngelis, G.C.3    Angelaki, D.E.4
  • 50
    • 28044450875 scopus 로고    scopus 로고
    • Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
    • 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.
    • (2005) Nat Neurosci , vol.8 , Issue.12 , pp. 1704-1711
    • Daw, N.D.1    Niv, Y.2    Dayan, P.3
  • 51
    • 0015850375 scopus 로고
    • Effect of stimulus uncertainty on the pupillary dilation response and the vertex evoked potential
    • Friedman D, Hakerem G, Sutton S, Fleiss JL (1973) Effect of stimulus uncertainty on the pupillary dilation response and the vertex evoked potential. Electroencephalogr Clin Neurophysiol 34(5):475-484.
    • (1973) Electroencephalogr Clin Neurophysiol , vol.34 , Issue.5 , pp. 475-484
    • Friedman, D.1    Hakerem, G.2    Sutton, S.3    Fleiss, J.L.4
  • 52
    • 3042835362 scopus 로고    scopus 로고
    • Heart rate and skin conductance analysis of antecendents and consequences of decision making
    • Crone EA, Somsen RJ, Van Beek B, Van Der Molen MW (2004) Heart rate and skin conductance analysis of antecendents and consequences of decision making. Psychophysiology 41(4):531-540.
    • (2004) Psychophysiology , vol.41 , Issue.4 , pp. 531-540
    • Crone, E.A.1    Somsen, R.J.2    Van Beek, B.3    Van Der Molen, M.W.4
  • 53
    • 67349117811 scopus 로고    scopus 로고
    • Reinforcement learning can account for associative and perceptual learning on a visual-decision task
    • Law CT, Gold JI (2009) Reinforcement learning can account for associative and perceptual learning on a visual-decision task. Nat Neurosci 12(5):655-663.
    • (2009) Nat Neurosci , vol.12 , Issue.5 , pp. 655-663
    • Law, C.T.1    Gold, J.I.2
  • 54
    • 84855170021 scopus 로고    scopus 로고
    • Striatal activations signal prediction errors on confidence in the absence of external feedback
    • Daniel R, Pollmann S (2012) Striatal activations signal prediction errors on confidence in the absence of external feedback. Neuroimage 59(4):3457-3467.
    • (2012) Neuroimage , vol.59 , Issue.4 , pp. 3457-3467
    • Daniel, R.1    Pollmann, S.2
  • 55
    • 84964267750 scopus 로고    scopus 로고
    • Mesolimbic confidence signals guide perceptual learning in the absence of external feedback
    • Guggenmos M, Wilbertz G, Hebart MN, Sterzer P (2016) Mesolimbic confidence signals guide perceptual learning in the absence of external feedback. eLife 5:e13388.
    • (2016) ELife , vol.5 , pp. e13388
    • Guggenmos, M.1    Wilbertz, G.2    Hebart, M.N.3    Sterzer, P.4
  • 57
    • 57149113922 scopus 로고    scopus 로고
    • Hierarchical models in the brain
    • Friston K (2008) Hierarchical models in the brain. PLOS Comput Biol 4(11):e1000211.
    • (2008) PLOS Comput Biol , vol.4 , Issue.11 , pp. e1000211
    • Friston, K.1
  • 58
    • 84920262752 scopus 로고    scopus 로고
    • Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation
    • FitzGerald TH, Moran RJ, Friston KJ, Dolan RJ (2015) Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation. Neuroimage 107:219-228.
    • (2015) Neuroimage , vol.107 , pp. 219-228
    • FitzGerald, T.H.1    Moran, R.J.2    Friston, K.J.3    Dolan, R.J.4
  • 60
    • 84867227914 scopus 로고    scopus 로고
    • Network resets in medial prefrontal cortex mark the onset of behavioral uncertainty
    • Karlsson MP, Tervo DG, Karpova AY (2012) Network resets in medial prefrontal cortex mark the onset of behavioral uncertainty. Science 338(6103):135-139.
    • (2012) Science , vol.338 , Issue.6103 , pp. 135-139
    • Karlsson, M.P.1    Tervo, D.G.2    Karpova, A.Y.3
  • 61
    • 84943647259 scopus 로고    scopus 로고
    • Normative evidence accumulation in unpredictable environments
    • Glaze CM, Kable JW, Gold JI (2015) Normative evidence accumulation in unpredictable environments. eLife 4:308825.
    • (2015) ELife , vol.4 , pp. 308825
    • Glaze, C.M.1    Kable, J.W.2    Gold, J.I.3
  • 62
    • 0030612822 scopus 로고    scopus 로고
    • The Psychophysics Toolbox
    • Brainard DH (1997) The Psychophysics Toolbox. Spat Vis 10(4):433-436.
    • (1997) Spat Vis , vol.10 , Issue.4 , pp. 433-436
    • Brainard, D.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.