Open your eyes for prediction errors

Cognitive, Affective and Behavioral Neuroscience

Volumn 15, Issue 2, 2015, Pages 374-380

  Braem, Senne ^a   Coenen, Ena ^a   Bombeke, Klaas ^a   van Bochove, Marlies E ^b   Notebaert, Wim ^a  

^a GHENT UNIVERSITY   (Belgium)

^b RADBOUD UNIVERSITY   (Netherlands)

Author keywords

Cognitive control; Norephinephrine; Performance monitoring; Prediction error; Pupil dilation

Indexed keywords

ADOLESCENT; ADULT; ATTENTION; BLINKING; CONFLICT; FEMALE; HUMAN; MALE; PHOTOSTIMULATION; PHYSIOLOGY; PREDICTIVE VALUE; PSYCHOMOTOR PERFORMANCE; PUPIL; REACTION TIME; YOUNG ADULT;

ADOLESCENT; ADULT; ATTENTION; BLINKING; CONFLICT (PSYCHOLOGY); FEMALE; HUMANS; MALE; PHOTIC STIMULATION; PREDICTIVE VALUE OF TESTS; PSYCHOMOTOR PERFORMANCE; PUPIL; REACTION TIME; YOUNG ADULT;

EID: 84939936555     PISSN: 15307026     EISSN: None     Source Type: Journal    
DOI: 10.3758/s13415-014-0333-4     Document Type: Article

References (47)

1. Alessandri, J., Darcheville, J.-C., Delevoye-Turrell, Y., & Zentall, T. R. (2008). Preference for rewards that follow greater effort and greater delay. Learning & Behavior, 36, 352–358. doi:10.3758/LB.36.4.352
2. Alexander, W. H., & Brown, J. W. (2011). Medial prefrontal cortex as an action–outcome predictor. Nature Neuroscience, 14, 1338–1344. doi:10.1038/nn.2921
3. Aston-Jones, G., & Cohen, J. D. (2005). An integrative theory of locus coeruleus–norepinephrine function: Adaptive gain and optimal performance. Annual Review of Neuroscience, 28, 403–450. doi:10.1146/annurev.neuro.28.061604.135709
4. Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001). Conflict monitoring and cognitive control. Psychological Review, 108, 624–652. doi:10.1037/0033-295X.108.3.624
5. Braem, S., Verguts, T., Roggeman, C., & Notebaert, W. (2012). Reward modulates adaptations to conflict. Cognition, 125, 324–332. doi:10.1016/j.cognition.2012.07.015
6. Brown, G. G., Kindermann, S. S., Siegle, G. J., Granholm, E., Wong, E. C., & Buxton, R. B. (1999). Brain activation and pupil response during covert performance of the Stroop Color Word task. Journal of the International Neuropsychological Society, 5, 308–319.
7. Brown, S. B., Van Steenbergen, H., Kedar, T., & Nieuwenhuis, S. (2014). Effects of arousal on cognitive control: Empirical tests of the conflict-modulated Hebbian-learning hypothesis. Frontiers in Human Neuroscience, 8, 23. doi:10.3389/fnhum.2014.00023
8. Carver, C. S., & White, T. L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS scales. Journal of Personality and Social Psychology, 67, 319–333. doi:10.1037/0022-3514.67.2.319
9. Critchley, H. D., Tang, J., Glaser, D., Butterworth, B., & Dolan, R. J. (2005). Anterior cingulate activity during error and autonomic response. NeuroImage, 27, 885–895.
10. Desmet, C., Deschrijver, E., & Brass, M. (2014). How social is error observation? The neural mechanisms underlying the observation of human and machine errors. Social Cognitive and Affective Neuroscience, 9, 427–435. doi:10.1093/scan/nst002
11. De Taeye, L., Vonck, K., van Bochove, M., Boon, P., Van Roost, D., Mollet, L., & Raedt, R. (2014). The P3 event-related potential is a biomarker for the efficacy of vagus nerve stimulation in patients with epilepsy. Neurotherapeutics, 11, 612–622.
12. Eriksen, B. A., & Eriksen, C. W. (1974). Effects of noise letters upon the identification of a target letter in a nonsearch task. Perception & Psychophysics, 16, 143–149. doi:10.3758/BF03203267
13. Ferdinand, N. K., Mecklinger, A., Kray, J., & Gehring, W. J. (2012). The processing of unexpected positive response outcomes in the mediofrontal cortex. Journal of Neuroscience, 32, 12087–12092.
14. Geva, R., Zivan, M., Warsha, A., & Olchik, D. (2013). Alerting, orienting or executive attention networks: Differential patters of pupil dilations. Frontiers in Behavioral Neuroscience, 7, 145.
15. Gilzenrat, M. S., Nieuwenhuis, S., Jepma, M., & Cohen, J. D. (2010). Pupil diameter tracks changes in control state predicted by the adaptive gain theory of locus coeruleus function. Cognitive, Affective, & Behavioral Neuroscience, 10, 252–269. doi:10.3758/CABN.10.2.252
16. Hess, E. H., & Polt, J. M. (1964). Pupil size in relation to mental activity during simple problem-solving. Science, 143, 1190–1192.
17. Holroyd, C. B., & Coles, M. G. H. (2002). The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity. Psychological Review, 109, 679–709. doi:10.1037/0033-295X.109.4.679
18. Jepma, M., & Nieuwenhuis, S. (2011). Pupil diameter predicts changes in the exploration–exploitation trade-off: Evidence for the adaptive gain theory. Journal of Cognitive Neuroscience, 23, 1587–1596.
19. Jessup, R. K., Busemeyer, J. R., & Brown, J. W. (2010). Error effects in anterior cingulate cortex reverse when error likelihood is high. Journal of Neuroscience, 30, 3467–3472.
20. Kahneman, D., & Beatty, J. (1966). Pupil diameter and load on memory. Science, 154, 1583–1585.
21. Laeng, B., Ørbo, M., Holmlund, T., & Miozzo, M. (2011). Pupillary Stroop effects. Cognitive Processing, 12, 13–21.
22. Lynn, R. (1966). Attention, arousal, and the orientation reaction. Oxford, UK: Pergamon Press.
23. Montague, P. R., Hyman, S. E., & Cohen, J. D. (2004). Computational roles for dopamine in behavioural control. Nature, 431, 760–767.
24. Murphy, P. R., Robertson, I. H., Balsters, J. H., & O’Connell, R. G. (2011). Pupillometry and P3 index the locus coeruleus–noradrenergic arousal function in humans. Psychophysiology, 48, 1532–1543.
25. Nassar, M. R., Rumsey, K. M., Wilson, R. C., Parikh, K., Heasly, B., & Gold, J. I. (2012). Rational regulation of learning dynamics by pupil-linked arousal systems. Nature Neuroscience, 15, 1040–1046.
26. Nieuwenhuis, S., Aston-Jones, G., & Cohen, J. D. (2005). Decision making, the P3, and the locus coeruleus–norepinephrine system. Psychological Bulletin, 131, 510–532. doi:10.1037/0033-2909.131.4.510
27. Nieuwenhuis, S., De Geus, E. J., & Aston‐Jones, G. (2011). The anatomical and functional relationship between the P3 and autonomic components of the orienting response. Psychophysiology, 48, 162–175.
28. Oliveira, F. T., McDonald, J. J., & Goodman, D. (2007). Performance monitoring in the anterior cingulate is not all error related: Expectancy deviation and the representation of action–outcome associations. Journal of Cognitive Neuroscience, 19, 1994–2004.
29. Preuschoff, K., ‘t Hart, B. M., & Einhäuser, W. (2011). Pupil dilation signals surprise: Evidence for noradrenaline’s role in decision making. Frontiers in Neuroscience, 5, 115. doi:10.3389/fnins.2011.00115
30. Raisig, S., Welke, T., Hagendorf, H., & van der Meer, E. (2010). I spy with my little eye: Detection of temporal violations in event sequences and the pupillary response. International Journal of Psychophysiology, 76, 1–8.
31. Satterthwaite, T. D., Ruparel, K., Loughead, J., Elliott, M. A., Gerraty, R. T., Calkins, M. E., & Wolf, D. H. (2012). Being right is its own reward: Load and performance related ventral striatum activation to correct responses during a working memory task in youth. NeuroImage, 61, 723–729. doi:10.1016/j.neuroimage.2012.03.060
32. Schouppe, N., Braem, S., De Houwer, J., Silvetti, M., Verguts, T., Ridderinkhof, K. R., & Notebaert, W. (2015). No pain, no gain: The affective valence of congruency conditions changes following a successful response. Cognitive, Affective, & Behavioral Neuroscience. doi:10.3758/s13415-014-0318-3
33. Schultz, W. (2002). Getting formal with dopamine and reward. Neuron, 36, 241–263.
34. Schultz, W. (2004). Neural coding of basic reward terms of animal learning theory, game theory, microeconomics and behavioural ecology. Current Opinion in Neurobiology, 14, 139–147.
35. Siegle, G. J., Steinhauer, S. R., & Thase, M. E. (2004). Pupillary assessment and computational modeling of the Stroop task in depression. International Journal of Psychophysiology, 52, 63–76. doi:10.1016/j.ijpsycho.2003.12.010
36. Silvetti, M., Alexander, W., Verguts, T., & Brown, J. W. (2014). From conflict management to reward-based decision making: Actors and critics in primate medial frontal cortex. Neuroscience & Biobehavioral Reviews, 46, 44–57. doi:10.1016/j.neubiorev.2013.11.003
37. Silvetti, M., Nuñez Castellar, E., Roger, C., & Verguts, T. (2014). Reward expectation and prediction error in human medial frontal cortex: An EEG study. NeuroImage, 84, 376–382.
38. Silvetti, M., Seurinck, R., van Bochove, M. E., & Verguts, T. (2013). The influence of the noradrenergic system on optimal control of neural plasticity. Frontiers in Behavioral Neuroscience, 7, 160. doi:10.3389/fnbeh.2013.00160
39. Silvetti, M., Seurinck, R., & Verguts, T. (2011). Value and prediction error in medial frontal cortex: Integrating the single-unit and systems levels of analysis. Frontiers in Human Neuroscience, 5, 75. doi:10.3389/fnhum.2011.00075
40. Stevens, M., Lammertyn, J., Verbruggen, F., & Vandierendonck, A. (2006). Tscope: AC library for programming cognitive experiments on the MS Windows platform. Behavior Research Methods, 38, 280–286. doi:10.3758/BF03192779
41. Sutton, R. S., & Barto, A. G. (1998). Introduction to reinforcement learning. Cambridge, MA: MIT Press.
42. Taylor, J. R., Elsworth, J. D., Lawrence, M. S., Sladek, J. R., Roth, R. H., & Redmond, D. E. (1999). Spontaneous blink rates correlate with dopamine levels in the caudate nucleus of MPTP-treated monkeys. Experimental Neurology, 158, 214–220.
43. van Bochove, M. E., Van der Haegen, L., Notebaert, W., & Verguts, T. (2013). Blinking predicts enhanced cognitive control. Cognitive, Affective, & Behavioral Neuroscience, 13, 346–354. doi:10.3758/s13415-012-0138-2
44. van Steenbergen, H., & Band, G. P. H. (2013). Pupil dilation in the Simon task as a marker of conflict processing. Frontiers in Human Neuroscience, 7, 215. doi:10.3389/fnhum.2013.00215
45. Verguts, T., & Notebaert, W. (2009). Adaptation by binding: A learning account of cognitive control. Trends in Cognitive Sciences, 13, 252–257. doi:10.1016/j.tics.2009.02.007
46. Wessel, J. R., Danielmeier, C., & Ullsperger, M. (2011). Error awareness revisited: Accumulation of multimodal evidence from central and autonomic nervous systems. Journal of Cognitive Neuroscience, 23, 3021–3036. doi:10.1162/jocn.2011.21635
47. Wessel, J. R., Danielmeier, C., Morton, J. B., & Ullsperger, M. (2012). Surprise and error: Common neuronal architecture for the processing of errors and novelty. Journal of Neuroscience, 32, 7528–7537. doi:10.1523/JNEUROSCI. 6352-11.2012