메뉴 건너뛰기




Volumn 111, Issue 5, 2014, Pages

Decision-related pupil dilation reflects upcoming choice and individual bias

Author keywords

Arousal; Detection; Neuromodulation; Perceptual psychophysics

Indexed keywords

ADULT; ARTICLE; ATTITUDE; BRAIN REGION; DECISION MAKING; FEMALE; HUMAN; LINEAR SYSTEM; MALE; NEUROMODULATION; NOISE; PRIORITY JOURNAL; PUPIL; SIGNAL TRANSDUCTION;

EID: 84893457810     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1317557111     Document Type: Article
Times cited : (266)

References (66)
  • 1
    • 37049243389 scopus 로고
    • Pupil size in relation to mental activity during simple problemsolving
    • Hess EH, Polt JM (1964) Pupil size in relation to mental activity during simple problemsolving. Science 143(3611):1190-1192.
    • (1964) Science , vol.143 , Issue.3611 , pp. 1190-1192
    • Hess, E.H.1    Polt, J.M.2
  • 2
    • 0014026171 scopus 로고
    • Pupil diameter and load on memory
    • Kahneman D, Beatty J (1966) Pupil diameter and load on memory. Science 154(3756): 1583-1585.
    • (1966) Science , vol.154 , Issue.3756 , pp. 1583-1585
    • Kahneman, D.1    Beatty, J.2
  • 3
    • 0039846645 scopus 로고
    • Perceptual deficit during a mental task
    • Kahneman D, Beatty J, Pollack I (1967) Perceptual deficit during a mental task. Science 157(3785):218-219.
    • (1967) Science , vol.157 , Issue.3785 , pp. 218-219
    • Kahneman, D.1    Beatty, J.2    Pollack, I.3
  • 4
    • 0020109389 scopus 로고
    • Task-evoked pupillary responses, processing load, and the structure of processing resources
    • Beatty J (1982) Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychol Bull 91(2):276-292.
    • (1982) Psychol Bull , vol.91 , Issue.2 , pp. 276-292
    • Beatty, J.1
  • 5
    • 23244432007 scopus 로고    scopus 로고
    • An integrative theory of locus coeruleus-norepinephrine function: Adaptive gain and optimal performance
    • 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.
    • (2005) Annu Rev Neurosci , vol.28 , pp. 403-450
    • Aston-Jones, G.1    Cohen, J.D.2
  • 6
    • 40349108457 scopus 로고    scopus 로고
    • Pupil dilation reflects perceptual selection and predicts subsequent stability in perceptual rivalry
    • Einhäuser W, Stout J, Koch C, Carter O (2008) Pupil dilation reflects perceptual selection and predicts subsequent stability in perceptual rivalry. Proc Natl Acad Sci USA 105(5):1704-1709.
    • (2008) Proc Natl Acad Sci USA , vol.105 , Issue.5 , pp. 1704-1709
    • Einhäuser, W.1    Stout, J.2    Koch, C.3    Carter, O.4
  • 7
    • 84880911656 scopus 로고    scopus 로고
    • The effects of neural gain on attention and learning
    • Eldar E, Cohen JD, Niv Y (2013) The effects of neural gain on attention and learning. Nat Neurosci 16(8):1146-1153.
    • (2013) Nat Neurosci , vol.16 , Issue.8 , pp. 1146-1153
    • Eldar, E.1    Cohen, J.D.2    Niv, Y.3
  • 8
    • 77955871492 scopus 로고    scopus 로고
    • Pupil diameter tracks changes in control state predicted by the adaptive gain theory of locus coeruleus function
    • Gilzenrat MS, Nieuwenhuis S, Jepma M, Cohen JD (2010) Pupil diameter tracks changes in control state predicted by the adaptive gain theory of locus coeruleus function. Cogn Affect Behav Neurosci 10(2):252-269.
    • (2010) Cogn Affect Behav Neurosci , vol.10 , Issue.2 , pp. 252-269
    • Gilzenrat, M.S.1    Nieuwenhuis, S.2    Jepma, M.3    Cohen, J.D.4
  • 9
    • 79955847787 scopus 로고    scopus 로고
    • Pupil diameter predicts changes in the explorationexploitation trade-off: Evidence for the adaptive gain theory
    • Jepma M, Nieuwenhuis S (2011) Pupil diameter predicts changes in the explorationexploitation trade-off: Evidence for the adaptive gain theory. J Cogn Neurosci 23(7): 1587-1596.
    • (2011) J Cogn Neurosci , vol.23 , Issue.7 , pp. 1587-1596
    • Jepma, M.1    Nieuwenhuis, S.2
  • 10
    • 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
  • 11
    • 0014031372 scopus 로고
    • Pupillary response at visual threshold
    • Hakerem G, Sutton S (1966) Pupillary response at visual threshold. Nature 212(5061): 485-486.
    • (1966) Nature , vol.212 , Issue.5061 , pp. 485-486
    • Hakerem, G.1    Sutton, S.2
  • 12
    • 84862215780 scopus 로고    scopus 로고
    • Pupil dilation signals surprise: Evidence for noradrenaline's role in decision making
    • Preuschoff K, 't Hart BM, Einhauser W (2011) Pupil dilation signals surprise: Evidence for noradrenaline's role in decision making. Front Neurosci 5:115.
    • (2011) Front Neurosci , vol.5 , pp. 115
    • Preuschoff, K.1    'T Hart, B.M.2    Einhauser, W.3
  • 14
    • 67650568879 scopus 로고    scopus 로고
    • Pupil dynamics during bistable motion perception
    • Hupé JM, Lamirel C, Lorenceau J (2009) Pupil dynamics during bistable motion perception. J Vis 9(7):10.
    • (2009) J Vis , vol.9 , Issue.7 , pp. 10
    • Hupé, J.M.1    Lamirel, C.2    Lorenceau, J.3
  • 15
    • 84861880593 scopus 로고    scopus 로고
    • Pupil dilation deconvolution reveals the dynamics of attention at high temporal resolution
    • Wierda SM, van Rijn H, Taatgen NA, Martens S (2012) Pupil dilation deconvolution reveals the dynamics of attention at high temporal resolution. Proc Natl Acad Sci USA 109(22):8456-8460.
    • (2012) Proc Natl Acad Sci USA , vol.109 , Issue.22 , pp. 8456-8460
    • Wierda, S.M.1    Van Rijn, H.2    Taatgen, N.A.3    Martens, S.4
  • 17
    • 84870935218 scopus 로고    scopus 로고
    • The dynamics of decision making in risky choice: An eyetracking analysis
    • Fiedler S, Glöckner A (2012) The dynamics of decision making in risky choice: An eyetracking analysis. Front Psychol 3:335.
    • (2012) Front Psychol , vol.3 , pp. 335
    • Fiedler, S.1    Glöckner, A.2
  • 18
    • 79951775878 scopus 로고    scopus 로고
    • The anatomical and functional relationship between the P3 and autonomic components of the orienting response
    • Nieuwenhuis S, De Geus EJ, Aston-Jones G (2010) The anatomical and functional relationship between the P3 and autonomic components of the orienting response. Psychophysiology 48(2):162-175.
    • (2010) Psychophysiology , vol.48 , Issue.2 , pp. 162-175
    • Nieuwenhuis, S.1    De Geus, E.J.2    Aston-Jones, G.3
  • 19
    • 84862885389 scopus 로고    scopus 로고
    • Change is in the eye of the beholder
    • Yu AJ (2012) Change is in the eye of the beholder. Nat Neurosci 15(7):933-935.
    • (2012) Nat Neurosci , vol.15 , Issue.7 , pp. 933-935
    • Yu, A.J.1
  • 20
    • 11144243802 scopus 로고    scopus 로고
    • Choline transporters, cholinergic transmission and cognition
    • Sarter M, Parikh V (2005) Choline transporters, cholinergic transmission and cognition. Nat Rev Neurosci 6(1):48-56.
    • (2005) Nat Rev Neurosci , vol.6 , Issue.1 , pp. 48-56
    • Sarter, M.1    Parikh, V.2
  • 21
    • 34748911259 scopus 로고    scopus 로고
    • Prefrontal acetylcholine release controls cue detection on multiple timescales
    • Parikh V, Kozak R, Martinez V, Sarter M (2007) Prefrontal acetylcholine release controls cue detection on multiple timescales. Neuron 56(1):141-154.
    • (2007) Neuron , vol.56 , Issue.1 , pp. 141-154
    • Parikh, V.1    Kozak, R.2    Martinez, V.3    Sarter, M.4
  • 22
    • 3042588399 scopus 로고    scopus 로고
    • Activation of monkey locus coeruleus neurons varies with difficulty and performance in a target detection task
    • Rajkowski J, Majczynski H, Clayton E, Aston-Jones G (2004) Activation of monkey locus coeruleus neurons varies with difficulty and performance in a target detection task. J Neurophysiol 92(1):361-371.
    • (2004) J Neurophysiol , vol.92 , Issue.1 , pp. 361-371
    • Rajkowski, J.1    Majczynski, H.2    Clayton, E.3    Aston-Jones, G.4
  • 23
    • 26944438305 scopus 로고    scopus 로고
    • Network reset: A simplified overarching theory of locus coeruleus noradrenaline function
    • Bouret S, Sara SJ (2005) Network reset: A simplified overarching theory of locus coeruleus noradrenaline function. Trends Neurosci 28(11):574-582.
    • (2005) Trends Neurosci , vol.28 , Issue.11 , pp. 574-582
    • Bouret, S.1    Sara, S.J.2
  • 24
    • 60549092240 scopus 로고    scopus 로고
    • The locus coeruleus and noradrenergic modulation of cognition
    • Sara SJ (2009) The locus coeruleus and noradrenergic modulation of cognition. Nat Rev Neurosci 10(3):211-223.
    • (2009) Nat Rev Neurosci , vol.10 , Issue.3 , pp. 211-223
    • Sara, S.J.1
  • 25
    • 84867124100 scopus 로고    scopus 로고
    • Twenty-five lessons from computational neuromodulation
    • Dayan P (2012) Twenty-five lessons from computational neuromodulation. Neuron 76(1):240-256.
    • (2012) Neuron , vol.76 , Issue.1 , pp. 240-256
    • Dayan, P.1
  • 26
    • 84883465086 scopus 로고    scopus 로고
    • Cellular mechanisms of brain statedependent gain modulation in visual cortex
    • Polack PO, Friedman J, Golshani P (2013) Cellular mechanisms of brain statedependent gain modulation in visual cortex. Nat Neurosci 16(9):1331-1339.
    • (2013) Nat Neurosci , vol.16 , Issue.9 , pp. 1331-1339
    • Polack, P.O.1    Friedman, J.2    Golshani, P.3
  • 27
    • 34347361793 scopus 로고    scopus 로고
    • The neural basis of decision making
    • Gold JI, Shadlen MN (2007) The neural basis of decision making. Annu Rev Neurosci 30:535-574.
    • (2007) Annu Rev Neurosci , vol.30 , pp. 535-574
    • Gold, J.I.1    Shadlen, M.N.2
  • 28
    • 53849125053 scopus 로고    scopus 로고
    • Decision making in recurrent neuronal circuits
    • Wang XJ (2008) Decision making in recurrent neuronal circuits. Neuron 60(2): 215-234.
    • (2008) Neuron , vol.60 , Issue.2 , pp. 215-234
    • Wang, X.J.1
  • 29
    • 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
  • 30
    • 85047685362 scopus 로고    scopus 로고
    • The time course of perceptual choice: The leaky, competing accumulator model
    • Usher M, McClelland JL (2001) The time course of perceptual choice: The leaky, competing accumulator model. Psychol Rev 108(3):550-592.
    • (2001) Psychol Rev , vol.108 , Issue.3 , pp. 550-592
    • Usher, M.1    McClelland, J.L.2
  • 31
    • 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
  • 32
    • 84876231469 scopus 로고    scopus 로고
    • Rats and humans can optimally accumulate evidence for decision-making
    • Brunton BW, Botvinick MM, Brody CD (2013) Rats and humans can optimally accumulate evidence for decision-making. Science 340(6128):95-98.
    • (2013) Science , vol.340 , Issue.6128 , pp. 95-98
    • Brunton, B.W.1    Botvinick, M.M.2    Brody, C.D.3
  • 33
    • 41849150773 scopus 로고    scopus 로고
    • The diffusion decision model: Theory and data for twochoice decision tasks
    • Ratcliff R, McKoon G (2008) The diffusion decision model: Theory and data for twochoice decision tasks. Neural Comput 20(4):873-922.
    • (2008) Neural Comput , vol.20 , Issue.4 , pp. 873-922
    • Ratcliff, R.1    McKoon, G.2
  • 37
    • 0004269847 scopus 로고
    • Pupillary dilation as a measure of attention: A quantitative systems analysis
    • Hoeks B, Levelt WJM (1993) Pupillary dilation as a measure of attention: A quantitative systems analysis. Behav Res Methods Instrum Comput 25(1):16-26.
    • (1993) Behav Res Methods Instrum Comput , vol.25 , Issue.1 , pp. 16-26
    • Hoeks, B.1    Levelt, W.J.M.2
  • 38
    • 77954834589 scopus 로고    scopus 로고
    • Reaction time distributions constrain models of visual search
    • Wolfe JM, Palmer EM, Horowitz TS (2010) Reaction time distributions constrain models of visual search. Vision Res 50(14):1304-1311.
    • (2010) Vision Res , vol.50 , Issue.14 , pp. 1304-1311
    • Wolfe, J.M.1    Palmer, E.M.2    Horowitz, T.S.3
  • 39
    • 80053564431 scopus 로고    scopus 로고
    • Pupillometry and P3 index the locus coeruleus-noradrenergic arousal function in humans
    • Murphy PR, Robertson IH, Balsters JH, O'connell RG (2011) Pupillometry and P3 index the locus coeruleus-noradrenergic arousal function in humans. Psychophysiology 48(11):1532-1543.
    • (2011) Psychophysiology , vol.48 , Issue.11 , pp. 1532-1543
    • Murphy, P.R.1    Robertson, I.H.2    Balsters, J.H.3    O'Connell, R.G.4
  • 40
    • 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
  • 41
    • 0029806801 scopus 로고    scopus 로고
    • Neural control of voluntary movement initiation
    • Hanes DP, Schall JD (1996) Neural control of voluntary movement initiation. Science 274(5286):427-430.
    • (1996) Science , vol.274 , Issue.5286 , pp. 427-430
    • Hanes, D.P.1    Schall, J.D.2
  • 42
    • 33748281355 scopus 로고    scopus 로고
    • Neural representation of task difficulty and decision making during perceptual categorization: A timing diagram
    • Philiastides MG, Ratcliff R, Sajda P (2006) Neural representation of task difficulty and decision making during perceptual categorization: A timing diagram. J Neurosci 26(35):8965-8975.
    • (2006) J Neurosci , vol.26 , Issue.35 , pp. 8965-8975
    • Philiastides, M.G.1    Ratcliff, R.2    Sajda, P.3
  • 43
    • 70349301326 scopus 로고    scopus 로고
    • Buildup of choice-predictive activity in human motor cortex during perceptual decision making
    • Donner TH, Siegel M, Fries P, Engel AK (2009) Buildup of choice-predictive activity in human motor cortex during perceptual decision making. Curr Biol 19(18):1581-1585.
    • (2009) Curr Biol , vol.19 , Issue.18 , pp. 1581-1585
    • Donner, T.H.1    Siegel, M.2    Fries, P.3    Engel, A.K.4
  • 44
    • 84872700097 scopus 로고    scopus 로고
    • Prestimulus oscillatory activity over motor cortex reflects perceptual expectations
    • de Lange FP, Rahnev DA, Donner TH, Lau H (2013) Prestimulus oscillatory activity over motor cortex reflects perceptual expectations. J Neurosci 33(4):1400-1410.
    • (2013) J Neurosci , vol.33 , Issue.4 , pp. 1400-1410
    • De Lange, F.P.1    Rahnev, D.A.2    Donner, T.H.3    Lau, H.4
  • 45
    • 84870564847 scopus 로고    scopus 로고
    • A supramodal accumulation-to-bound signal that determines perceptual decisions in humans
    • O'Connell RG, Dockree PM, Kelly SP (2012) A supramodal accumulation-to-bound signal that determines perceptual decisions in humans. Nat Neurosci 15(12):1729-1735.
    • (2012) Nat Neurosci , vol.15 , Issue.12 , pp. 1729-1735
    • O'Connell, R.G.1    Dockree, P.M.2    Kelly, S.P.3
  • 46
    • 84869800550 scopus 로고    scopus 로고
    • Rhythmic fluctuations in evidence accumulation during decision making in the human brain
    • Wyart V, de Gardelle V, Scholl J, Summerfield C (2012) Rhythmic fluctuations in evidence accumulation during decision making in the human brain. Neuron 76(4): 847-858.
    • (2012) Neuron , vol.76 , Issue.4 , pp. 847-858
    • Wyart, V.1    De Gardelle, V.2    Scholl, J.3    Summerfield, C.4
  • 47
    • 0033359602 scopus 로고    scopus 로고
    • Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque
    • Kim JN, Shadlen MN (1999) Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque. Nat Neurosci 2(2):176-185.
    • (1999) Nat Neurosci , vol.2 , Issue.2 , pp. 176-185
    • Kim, J.N.1    Shadlen, M.N.2
  • 48
    • 0034704894 scopus 로고    scopus 로고
    • Representation of a perceptual decision in developing oculomotor commands
    • Gold JI, Shadlen MN (2000) Representation of a perceptual decision in developing oculomotor commands. Nature 404(6776):390-394.
    • (2000) Nature , vol.404 , Issue.6776 , pp. 390-394
    • Gold, J.I.1    Shadlen, M.N.2
  • 49
    • 79960589868 scopus 로고    scopus 로고
    • Beta oscillations in the monkey sensorimotor network reflect somatosensory decision making
    • Haegens S, et al. (2011) Beta oscillations in the monkey sensorimotor network reflect somatosensory decision making. Proc Natl Acad Sci USA 108(26):10708-10713.
    • (2011) Proc Natl Acad Sci USA , vol.108 , Issue.26 , pp. 10708-10713
    • Haegens, S.1
  • 50
    • 33749259089 scopus 로고    scopus 로고
    • Neural correlate of subjective sensory experience gradually builds up across cortical areas
    • de Lafuente V, Romo R (2006) Neural correlate of subjective sensory experience gradually builds up across cortical areas. Proc Natl Acad Sci USA 103(39):14266-14271.
    • (2006) Proc Natl Acad Sci USA , vol.103 , Issue.39 , pp. 14266-14271
    • De Lafuente, V.1    Romo, R.2
  • 51
    • 79955476762 scopus 로고    scopus 로고
    • Cortical network dynamics of perceptual decision-making in the human brain
    • Siegel M, Engel AK, Donner TH (2011) Cortical network dynamics of perceptual decision-making in the human brain. Front Hum Neurosci 5:21.
    • (2011) Front Hum Neurosci , vol.5 , pp. 21
    • Siegel, M.1    Engel, A.K.2    Donner, T.H.3
  • 52
    • 34447554430 scopus 로고    scopus 로고
    • Population activity in the human dorsal pathway predicts the accuracy of visual motion detection
    • Donner TH, et al. (2007) Population activity in the human dorsal pathway predicts the accuracy of visual motion detection. J Neurophysiol 98(1):345-359.
    • (2007) J Neurophysiol , vol.98 , Issue.1 , pp. 345-359
    • Donner, T.H.1
  • 53
    • 0037382555 scopus 로고    scopus 로고
    • Neuronal correlates of perception in early visual cortex
    • Ress D, Heeger DJ (2003) Neuronal correlates of perception in early visual cortex. Nat Neurosci 6(4):414-420.
    • (2003) Nat Neurosci , vol.6 , Issue.4 , pp. 414-420
    • Ress, D.1    Heeger, D.J.2
  • 54
    • 84878362765 scopus 로고    scopus 로고
    • Pupil size signals novelty and predicts later retrieval success for declarative memories of natural scenes
    • Naber M, Frässle S, Rutishauser U, Einhäuser W (2013) Pupil size signals novelty and predicts later retrieval success for declarative memories of natural scenes. J Vis 13(2):11.
    • (2013) J Vis , vol.13 , Issue.2 , pp. 11
    • Naber, M.1    Frässle, S.2    Rutishauser, U.3    Einhäuser, W.4
  • 55
    • 55249105041 scopus 로고    scopus 로고
    • Opposite neural signatures of motion-induced blindness in human dorsal and ventral visual cortex
    • Donner TH, Sagi D, Bonneh YS, Heeger DJ (2008) Opposite neural signatures of motion-induced blindness in human dorsal and ventral visual cortex. J Neurosci 28(41):10298-10310.
    • (2008) J Neurosci , vol.28 , Issue.41 , pp. 10298-10310
    • Donner, T.H.1    Sagi, D.2    Bonneh, Y.S.3    Heeger, D.J.4
  • 56
    • 33846875022 scopus 로고    scopus 로고
    • Activity in the visual cortex is modulated by top-down attention locked to reaction time
    • Moradi F, Hipp C, Koch C (2007) Activity in the visual cortex is modulated by top-down attention locked to reaction time. J Cogn Neurosci 19(2):331-340.
    • (2007) J Cogn Neurosci , vol.19 , Issue.2 , pp. 331-340
    • Moradi, F.1    Hipp, C.2    Koch, C.3
  • 57
    • 84893475307 scopus 로고    scopus 로고
    • Amplitude of oscillatory activity in human visual cortex predicts duration of bistable perceptual states. Program No. 96.21/XX4. 2012
    • Accessed October 1, 2012
    • Kloosterman NA, Hillebrand A, van Dijk B, Lamme VAF, Donner TH (2012) Amplitude of oscillatory activity in human visual cortex predicts duration of bistable perceptual states. Program no. 96.21/XX4. 2012. Neuroscience Meeting Planner (Society for Neuroscience, New Orleans, LA). Available at http://www.abstractsonline.com/Plan/ ViewAbstract.aspx?sKey=b638a47f-b6b7-439c- 8cf7-382a9198296d&cKey=7e4eb1c6-379b-41f7-87d7-8d9eb9df1fd2&mKey= %7b70007181-01C9-4DE9-A0A2-EEBFA14CD9F1% 7d. Accessed October 1, 2012
    • (2012) Neuroscience Meeting Planner (Society for Neuroscience, New Orleans, LA)
    • Kloosterman, N.A.1    Hillebrand, A.2    Van Dijk, B.3    Lamme, V.A.F.4    Donner, T.H.5
  • 58
    • 33745482234 scopus 로고    scopus 로고
    • Separate modulations of human V1 associated with spatial attention and task structure
    • Jack AI, Shulman GL, Snyder AZ, McAvoy M, Corbetta M (2006) Separate modulations of human V1 associated with spatial attention and task structure. Neuron 51(1): 135-147.
    • (2006) Neuron , vol.51 , Issue.1 , pp. 135-147
    • Jack, A.I.1    Shulman, G.L.2    Snyder, A.Z.3    McAvoy, M.4    Corbetta, M.5
  • 59
    • 58749113429 scopus 로고    scopus 로고
    • Anticipatory haemodynamic signals in sensory cortex not predicted by local neuronal activity
    • Sirotin YB, Das A (2009) Anticipatory haemodynamic signals in sensory cortex not predicted by local neuronal activity. Nature 457(7228):475-479.
    • (2009) Nature , vol.457 , Issue.7228 , pp. 475-479
    • Sirotin, Y.B.1    Das, A.2
  • 60
    • 84874477847 scopus 로고    scopus 로고
    • Neuronal long-range temporal correlations and avalanche dynamics are correlated with behavioral scaling laws
    • Palva JM, et al. (2013) Neuronal long-range temporal correlations and avalanche dynamics are correlated with behavioral scaling laws. Proc Natl Acad Sci USA 110(9): 3585-3590.
    • (2013) Proc Natl Acad Sci USA , vol.110 , Issue.9 , pp. 3585-3590
    • Palva, J.M.1
  • 61
    • 0034619583 scopus 로고    scopus 로고
    • Corticothalamic resonance, states of vigilance and mentation
    • Steriade M (2000) Corticothalamic resonance, states of vigilance and mentation. Neuroscience 101(2):243-276.
    • (2000) Neuroscience , vol.101 , Issue.2 , pp. 243-276
    • Steriade, M.1
  • 62
    • 65249099573 scopus 로고    scopus 로고
    • Phasic acetylcholine release and the volume transmission hypothesis: Time to move on
    • Sarter M, Parikh V, Howe WM (2009) Phasic acetylcholine release and the volume transmission hypothesis: Time to move on. Nat Rev Neurosci 10(5):383-390.
    • (2009) Nat Rev Neurosci , vol.10 , Issue.5 , pp. 383-390
    • Sarter, M.1    Parikh, V.2    Howe, W.M.3
  • 63
    • 83755207201 scopus 로고    scopus 로고
    • Dopamine neurons code subjective sensory experience and uncertainty of perceptual decisions
    • de Lafuente V, Romo R (2011) Dopamine neurons code subjective sensory experience and uncertainty of perceptual decisions. Proc Natl Acad Sci USA 108(49):19767-19771.
    • (2011) Proc Natl Acad Sci USA , vol.108 , Issue.49 , pp. 19767-19771
    • De Lafuente, V.1    Romo, R.2
  • 64
    • 33845452963 scopus 로고    scopus 로고
    • Phasic norepinephrine: A neural interrupt signal for unexpected events
    • Dayan P, Yu AJ (2006) Phasic norepinephrine: A neural interrupt signal for unexpected events. Network 17(4):335-350.
    • (2006) Network , vol.17 , Issue.4 , pp. 335-350
    • Dayan, P.1    Yu, A.J.2
  • 65
    • 84859941097 scopus 로고    scopus 로고
    • Active encoding of decisions about stimulus absence in primate prefrontal cortex neurons
    • Merten K, Nieder A (2012) Active encoding of decisions about stimulus absence in primate prefrontal cortex neurons. Proc Natl Acad Sci USA 109(16):6289-6294.
    • (2012) Proc Natl Acad Sci USA , vol.109 , Issue.16 , pp. 6289-6294
    • Merten, K.1    Nieder, A.2
  • 66
    • 38049161533 scopus 로고    scopus 로고
    • Perceptual detection as a dynamical bistability phenomenon: A neurocomputational correlate of sensation
    • Deco G, Pérez-Sanagustín M, de Lafuente V, Romo R (2007) Perceptual detection as a dynamical bistability phenomenon: A neurocomputational correlate of sensation. Proc Natl Acad Sci USA 104(50):20073-20077.
    • (2007) Proc Natl Acad Sci USA , vol.104 , Issue.50 , pp. 20073-20077
    • Deco, G.1    Pérez-Sanagustín, M.2    De Lafuente, V.3    Romo, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.