Uncertainty in visual and auditory series is coded by modality-general and modality-specific neural systems

Human Brain Mapping

Volumn 35, Issue 4, 2014, Pages 1111-1128

  Nastase, Samuel ^a   Iacovella, Vittorio ^a   Hasson, Uri ^a  

^a UNIVERSITY OF TRENTO   (Italy)

Author keywords

Attentional orienting; Conditional entropy; Perceptual inference; Prediction

Indexed keywords

ADULT; ANTERIOR CINGULATE; ARTICLE; ARTIFICIAL NEURAL NETWORK; ATTENTIONAL BIAS; AUDITORY MEMORY; BRAIN REGION; CENTRAL NERVOUS SYSTEM; CINGULATE SULCUS; CONTROLLED STUDY; ENTROPY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HIDDEN MARKOV MODEL; HIPPOCAMPUS; HUMAN; HUMAN EXPERIMENT; INTRAPARIETAL SULCUS; MALE; MODALITY GENERAL NEURAL SYSTEM; MODALITY SPECIFIC NEURAL SYSTEM; NORMAL HUMAN; PARAMETRIC TEST; PERCEPTION; PREDICTION; PRIORITY JOURNAL; SIGNAL NOISE RATIO; UNCERTAINTY; VISUAL ACUITY; VISUAL CORTEX; AUDITORY STIMULATION; BRAIN; BRAIN MAPPING; HEARING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHOTOSTIMULATION; PHYSIOLOGY; PROBABILITY; PROCEDURES; TIME; VALIDATION STUDY; VISION;

ACOUSTIC STIMULATION; ADULT; AUDITORY PERCEPTION; BRAIN; BRAIN MAPPING; ENTROPY; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MARKOV CHAINS; PHOTIC STIMULATION; TIME FACTORS; UNCERTAINTY; VISUAL PERCEPTION;

EID: 84896393252     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22238     Document Type: Article

References (86)

1. Aarts E, Roelofs A (2011): Attentional control in anterior cingulate cortex based on probabilistic cueing. J Cogn Neurosci 23:716-727.
2. Aarts E, Roelofs A, van Turennout M (2008): Anticipatory activity in anterior cingulate cortex can be independent of conflict and error likelihood. J Neurosci 28:4671-4678.
3. Abdallah S, Plumbley M (2009): Information dynamics: patterns of expectation and surprise in the perception of music. Connect Sci 21:89-117.
4. Alario FX, Chainay H, Lehericy S, Cohen L (2006): The role of the supplementary motor area (SMA) in word production. Brain Res 1076:129-143.
5. Ashby FG (2011):Statistical Analysis of fMRI Data, Vol. xiii. Cambridge, Mass:MIT Press.332 pp.
6. Bar M (2009): The proactive brain: Memory for predictions. Philos Trans R Soc Lond B Biol Sci 364:1235-1243.
7. Bar M, Kassam KS, Ghuman AS, Boshyan J, Schmid AM, Dale AM, Hamalainen MS, Marinkovic K, Schacter DL, Rosen BR, Halgren E (2006): Top-down facilitation of visual recognition. Proc Natl Acad Sci USA 103:449-454.
8. Behrens T, Woolrich MW, Walton ME, Rushworth MFS (2007): Learning the value of information in an uncertain world. Nat Neurosci 10:1214-1221.
9. Bekinschtein T, Dehaene S, Rohaut B, Tadel F, Cohen L, Naccache L. (2009): Neural signature of the conscious processing of auditory regularities. Proc Natl Acad Sci USA 106:1672-1677.
10. Berns GS, Cohen JD, Mintun MA (1997): Brain regions responsive to novelty in the absence of awareness. Science 276:1272-1275.
11. Bischoff-Grethe A, Proper SM, Mao H, Daniels KA, Berns GS (2000): Conscious and unconscious processing of nonverbal predictability in Wernicke's area. J Neurosci 20:1975-1981.
12. Bookheimer S (2002): Functional MRI of language: New approaches to understanding the cortical organization of semantic processing. Annu Rev Neurosci 25:151-188.
13. Borst A, Theunissen FE (1999): Information theory and neural coding. Nat Neurosci 2:947-957.
14. Botvinick MM, Braver TS, Barch DM, Carter CS, Cohen JD (2001): Conflict monitoring and cognitive control. Psychol Rev 108:624-652.
15. Brefczynski JA, DeYoe EA (1999): A physiological correlate of the 'spotlight' of visual attention. Nat Neurosci 2:370-374.
16. Bubic A, von Cramon DY, Schubotz RI (2010): Prediction, cognition and the brain. Front Hum Neurosci 4:1-5.
17. Bubic A, von Cramon DY, Schubotz RI (2011): Exploring the detection of associatively novel events using fMRI. Hum Brain Mapp 32:370-381.
18. Buiatti M, Peña M, Dehaene-Lambertz G (2009): Investigating the neural correlates of continuous speech computation with frequency-tagged neuroelectric responses. NeuroImage 44:509-519.
19. Carter CS, van Veen V (2007): Anterior cingulate cortex and conflict detection: An update of theory and data. Cogn Affect Behav Neurosci 7:367-379.
20. Coull JT, Nobre AC (1998): Where and when to pay attention: The neural systems for directing attention to spatial locations and to time intervals as revealed by both PET and fMRI. J Neurosci 18:7426-7435.
21. Cox RW (1996): AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 29:162-173.
22. Cristescu TC, Devlin JT, Nobre AC (2006): Orienting attention to semantic categories. NeuroImage 33:1178-1187.
23. Cross ES, Hamilton AF, Grafton ST (2006): Building a motor simulation de novo: Observation of dance by dancers. NeuroImage 31:1257-1267.
24. Dale AM (1999): Optimal experimental design for event-related fMRI. Hum Brain Mapp 8:109-114.
25. Davachi L, Wagner AD. (2002): Hippocampal contributions to episodic encoding: Insights from relational and item-based learning. J Neurophysiol 88:982-990.
26. Egner T, Monti JM, Trittschuh EH, Wieneke CA, Hirsch J, Mesulam MM (2008): Neural integration of top-down spatial and feature-based information in visual search. J Neurosci 28:6141-6151.
27. Eichenbaum H (2004): Hippocampus: Cognitive processes and neural representations that underlie declarative memory. Neuron 44:109-120.
28. Endress AD, Dehaene-Lambertz G, Mehler J (2007): Perceptual constraints and the learnability of simple grammars. Cognition 105:577-614.
29. Ferstl EC, Neumann J, Bogler C, von Cramon DY (2008): The extended language network: A meta-analysis of neuroimaging studies on text comprehension. Hum Brain Mapp 29:581-593.
30. Fischl B, Sereno MI, Dale AM (1999): Cortical surface-based analysis II: Inflation, flattening, and a surface-based coordinate system. NeuroImage 9:195-207.
31. Fischl B, Kouwe Avd, Destrieux C, Halgren E, Ségonne F, Salat DH, Busa E, Seidman LJ, Goldstein J, Kennedy D, Caviness V, Makris N, Rosen B, Dale AM (2004): Automatically parcellating the human cerebral cortex. Cereb Cortex 14:11-22.
32. Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, Noll DC (1995): Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): Use of a cluster-size threshold. Magn Reson Med 33:636-647.
33. Friederici AD (2002): Towards a neural basis of auditory sentence processing. Trend Cogn Sci 6:78-84.
34. Friston K (2010): The free-energy principle:A unified brain theory? Nat Rev Neurosci 11:127-138.
35. Friston K, Kiebel S (2009): Predictive coding under the free-energy principle. Phil Trans R Soc Lond Ser B Biol Sci 364:1211-1221.
36. Garner WR (1962):Uncertainty and Structure as Psychological Concepts. New York, NY:John Wiley and Sons.
37. Gervain J, Macagno F, Cogoi S, Pena M, Mehler J (2008): The neonate brain detects speech structure. Proc Natl Acad Sci USA 105:14222-14227.
38. Grossberg S (2007): Towards a unified theory of neocortex: Laminar cortical circuits for vision and cognition. Prog Brain Res 165:79-104.
39. Harrison LM, Duggins A, Friston KJ (2006): Encoding uncertainty in the hippocampus. Neural Netw 19:535-546.
40. Harrison LM, Bestmann S, Rosa MJ, Penny W, Green GG (2011): Time scales of representation in the human brain: Weighing past information to predict future events. Front Hum Neurosci 5:37.
41. Hasson U, Nusbaum HC, Small SL (2006): Repetition suppression for spoken sentences and the effect of task demands. J Cogn Neurosci 18:2013-2029.
42. Hasson U, Nusbaum HC, Small SL (2007): Brain networks subserving the extraction of sentence information and its encoding to memory. Cereb Cortex 17:2899-2913.
43. Hasson U, Yang E, Vallines I, Heeger DJ, Rubin N (2008): A hierarchy of temporal receptive windows in human cortex. J Neurosci 28:2539-2550.
44. Hesselmann G, Sadaghiani S, Friston KJ, Kleinschmidt A (2010): Predictive coding or evidence accumulation? False inference and neuronal fluctuations. PLoS One 5:e9926.
45. Hickok G, Poeppel D (2007): The cortical organization of speech processing. Nat Rev Neurosci 8:393-402.
46. Hikosaka O, Sakai K, Miyauchi S, Takino R, Sasaki Y, Putz B (1996): Activation of human presupplementary motor area in learning of sequential procedures: A functional MRI study. J Neurophysiol 76:617-621.
47. Huettel SA, Song AW, McCarthy G (2005): Decisions under uncertainty: Probabilistic context influences activation of prefrontal and parietal cortices. J Neurosci 25:3304-3311.
48. Itti L, Baldi P (2009): Bayesian surprise attracts human attention. Vision Res 49:1295-1306.
49. Kimura M, Widmann A, Schröger E (2010): Top-down attention affects sequential regularity representation in the human visual system. Int J Psychophysiol 77:126-134.
50. Kullback S.1959. Information theory and statistics. New York:Wiley.
51. Kumaran D, Maguire EA (2006): An unexpected sequence of events: Mismatch detection in the human hippocampus. PLoS Biol 4:e424.
52. Kumaran D, Maguire EA (2007): Match mismatch processes underlie human hippocampal responses to associative novelty. J Neurosci 27:8517-8524.
53. Kumaran D, Maguire EA (2009): Novelty signals: A window into hippocampal information processing. Trends Cogn Sci 13:47-54.
54. Lewicki P, Hill T, Czyzewska M (1992): Nonconscious acquisition of information. Am Psychol 47:796-801.
55. Makuuchi M, Bahlmann J, Anwander A, Friederici AD (2009): Segregating the core computational faculty of human language from working memory. Proc Natl Acad Sci USA 106:8362-8367.
56. Mayer AR, Harrington D, Adair JC, Lee R (2006): The neural networks underlying endogenous auditory covert orienting and reorienting. NeuroImage 30:938-949.
57. McNealy K, Mazziotta JC, Dapretto M (2006): Cracking the language code: Neural mechanisms underlying speech parsing. J Neurosci 26:7629-7639.
58. Nachev P, Kennard C, Husain M (2008): Functional role of the supplementary and pre-supplementary motor areas. Nat Rev Neurosci 9:856-869.
59. Nobre AC, Sebestyen GN, Gitelman DR, Mesulam MM, Frackowiak RS, Frith CD (1997): Functional localization of the system for visuospatial attention using positron emission tomography. Brain 120 (Part 3):515-533.
60. Ollinger JM, Corbetta M, Shulman GL (2001): Separating processes within a trial in event-related functional MRI. NeuroImage 13:218-229.
61. Olshausen BA, Field DJ (1996): Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381:607.
62. Overath T, Cusack R, Kumar S, von Kriegstein K, Warren JD, Grube M, Carlyon RP, Griffiths TD (2007): An information theoretic characterisation of auditory encoding. PLoS Biol 5(11):e288.
63. Petersson KM, Folia V, Hagoort P (2012): What artificial grammar learning reveals about the neurobiology of syntax. Brain Lang 120:83-95.
64. Posner MI (1980): Orienting of attention. Q J Exp Psychol 32:3-25.
65. Rao RP, Ballard DH (1999): Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects. Nat Neurosci 2:79-87.
66. Rosen AC, Rao SM, Caffarra P, Scaglioni A, Bobholz JA, Woodley SJ, Hammeke TA, Cunningham JM, Prieto TE, Binder JR (1999): Neural basis of endogenous and exogenous spatial orienting. A functional MRI study. J Cogn Neurosci 11:135-152.
67. Rowe JB, Eckstein D, Braver T, Owen AM (2008): How does reward expectation influence cognition in the human brain?J Cogn Neurosci 20:1980-1992.
68. Saad Z, Glen D, Chen G, Beauchamp M, Desai R, Cox R (2009): A new method for improving functional-to-structural alignment using local Pearson correlation. NeuroImage 44:839-848.
69. Schubotz RI (2007): Prediction of external events with our motor system: towards a new framework. Trend Cogn Sci 11:211-218.
70. Schubotz RI, von Cramon DY (2002): Predicting perceptual events activates corresponding motor schemes in lateral premotor cortex: An fMRI study. NeuroImage 15:787-796.
71. Schubotz RI, Von Cramon DY (2004): Sequences of abstract nonbiological stimuli share ventral premotor cortex with action observation and imagery. J Neurosci 24:5467-5474.
72. Shidara M, Richmond BJ (2002): Anterior cingulate: Single neuronal signals related to degree of reward expectancy. Science 296:1709-1711.
73. Smithson M (1997): Judgment under chaos. Organ Behav Hum Decis Process 69:58-66.
74. Strange BA, Duggins A, Penny W, Dolan RJ, Friston KJ. (2005): Information theory, novelty and hippocampal responses:Unpredicted or unpredictable? Neural Netw 18:225-230.
75. Summerfield C, Egner T (2009): Expectation (and attention) in visual cognition. Trends Cogn Sci 13:403-409.
76. Sussman E, Winkler I, Huotilainen M, Ritter W, Näätänen R (2002): Top-down effects can modify the initially stimulus-driven auditory organization. Cogn Brain Res 13:393-405.
77. Tanji J (2001): Sequential organization of multiple movements: Involvement of cortical motor areas. Annu Rev Neurosci 24:631-651.
78. Thiel CM, Zilles K, Fink GR (2004): Cerebral correlates of alerting, orienting and reorienting of visuospatial attention: An event-related fMRI study. NeuroImage 21:318-328.
79. Tobia MJ, Iacovella V, Davis B, Hasson U (2012a): Neural systems mediating recognition of changes in statistical regularities. NeuroImage 63:1730-1742.
80. Tobia MJ, Iacovella V, Hasson U (2012b): Multiple sensitivity profiles to diversity and transition structure in non-stationary input. NeuroImage 60:991-1005.
81. Turk-Browne NB, Scholl BJ, Chun MM, Johnson MK (2009): Neural evidence of statistical learning: Efficient detection of visual regularities without awareness. J Cogn Neurosci 21:1934-1945.
82. Ursu S, Clark KA, Aizenstein HJ, Stenger VA, Carter CS (2009): Conflict-related activity in the caudal anterior cingulate cortex in the absence of awareness. Biol Psychol 80:279-286.
83. Vossel S, Weidner R, Fink GR (2011): Dynamic coding of events within the inferior frontal gyrus in a probabilistic selective attention task. J Cogn Neurosci 23:414-424.
84. Vossel S, Weidner R, Thiel CM, Fink GR (2009): What is "odd" in Posner's location-cueing paradigm? Neural responses to unexpected location and feature changes compared. J Cogn Neurosci 21:30-41.
85. Wojciulik E, Kanwisher N (1999): The generality of parietal involvement in visual attention. Neuron 23:747-764.
86. Zaitsev M, Hennig J, Speck O (2004): Point spread function mapping with parallel imaging techniques and high acceleration factors: Fast, robust, and flexible method for echo planar imaging distortion correction. Magn Reson Med 52:1156-1166.