Developmental change in EEG theta activity in the medial prefrontal cortex during response control

NeuroImage

Volumn 85, Issue , 2014, Pages 873-887

  Liu, Zhong Xu ^a   Woltering, Steven ^a   Lewis, Marc D ^b  

^a UNIVERSITY OF TORONTO   (Canada)

^b RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

Anterior cingulate cortex; Brain development; Electroencephalography (EEG); Neural oscillations; Response control; Theta activity

Indexed keywords

ADOLESCENT; ADULT; AGE; ANTERIOR CINGULATE; ARTICLE; BRAIN DEVELOPMENT; BRAIN FUNCTION; CHILD; CONTROLLED STUDY; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; MENTAL TASK; NERVE CELL DIFFERENTIATION; NORMAL HUMAN; PREFRONTAL CORTEX; PRIORITY JOURNAL; RESPONSE CONTROL; SCHOOL CHILD; TASK PERFORMANCE; THETA RHYTHM; YOUNG ADULT;

ANTERIOR CINGULATE CORTEX; BRAIN DEVELOPMENT; ELECTROENCEPHALOGRAPHY (EEG); NEURAL OSCILLATIONS; RESPONSE CONTROL; THETA ACTIVITY;

ADOLESCENT; AGE FACTORS; CHILD; CHILD DEVELOPMENT; CHOICE BEHAVIOR; ELECTROENCEPHALOGRAPHY; FEMALE; GYRUS CINGULI; HUMANS; INHIBITION (PSYCHOLOGY); MALE; PHOTIC STIMULATION; PREFRONTAL CORTEX; THETA RHYTHM;

EID: 84889635508     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.08.054     Document Type: Article

References (179)

1. Aarts E., Roelofs A., van Turennout M. Attentional control of task and response in lateral and medial frontal cortex: brain activity and reaction time distributions. Neuropsychologia 2009, 47:2089-2099.
2. Achenbach T.M. Manual for the Child Behavior Checklist/4-18 and 1991 Profile 1991, University of Vermont, Department of Psychiatry, Burlington, VT.
3. Addante R.J., Watrous A.J., Yonelinas A.P., Ekstrom A.D., Ranganath C. Prestimulus theta activity predicts correct source memory retrieval. Proc. Natl. Acad. Sci. 2011, 108:10702-10707.
4. Albrecht B., Heinrich H., Brandeis D., Uebel H., Yordanova J., Kolev V., Rothenberger A., Banaschewski T. Flanker-task in children: time-frequency analyses of response monitoring. J. Psychophysiol. 2010, 23:183-190.
5. Alexander W.H., Brown J.W. Competition between learned reward and error outcome predictions in anterior cingulate cortex. Neuroimage 2010, 49:3210-3218.
6. Anastassiou C.A., Perin R., Markram H., Koch C. Ephaptic coupling of cortical neurons. Nat. Neurosci. 2011, 14:217-223.
7. Baron R.M., Kenny D.A. The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J. Pers. Soc. Psychol. 1986, 51:1173-1182.
8. Barry R.J., Clarke A.R. Spontaneous EEG oscillations in children, adolescents, and adults: typical development, and pathological aspects in relation to AD/HD. J. Psychophysiol. 2010, 23:157-173.
9. Barry R.J., Kirkaikul S., Hodder D. EEG alpha activity and the ERP to target stimuli in an auditory oddball paradigm. Int. J. Psychophysiol. 2000, 39:39-50.
10. Başar E., Stampfer H.G. Important associations among EEG-dynamics, event-related potentials, short-term memory and learning. Int. J. Neurosci. 1985, 26:161-180.
11. Başar E., Başar-Eroglu C., Rosen B., Schütt A. A new approach to endogenous event-related potentials in man: relation between EEG and P300-wave. Int. J. Neurosci. 1984, 24:1-21.
12. Basar E., Basar-Eroglu C., Karakas S., Schurmann M. Are cognitive processes manifested in event-related gamma, alpha, theta and delta oscillations in the EEG?. Neurosci. Lett. 1999, 259:165-168.
13. Beckmann M., Johansen-Berg H., Rushworth M.F.S. Connectivity-based parcellation of human cingulate cortex and its relation to functional specialization. J. Neurosci. 2009, 29:1175-1190.
14. Benjamini Y., Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. B Methadol. 1995, 57:289-300.
15. Benninger C., Matthis P., Scheffner D. EEG development of healthy boys and girls. Results of a longitudinal study. Electroencephalogr. Clin. Neurophysiol. 1984, 57:1-12.
16. Blasi G., Goldberg T.E., Weickert T., Das S., Kohn P., Zoltick B., Bertolino A., Callicott J.H., Weinberger D.R., Mattay V.S. Brain regions underlying response inhibition and interference monitoring and suppression. Eur. J. Neurosci. 2006, 23:1658-1664.
17. Booth J.R., Burman D.D., Meyer J.R., Lei Z., Trommer B.L., Davenport N.D., Li W., Parrish T.B., Gitelman D.R., Mesulam M.M. Neural development of selective attention and response inhibition. Neuroimage 2003, 20:737-751.
18. Botvinick M.M. Conflict monitoring and decision making: reconciling two perspectives on anterior cingulate function. Cogn. Affect. Behav. Neurosci. 2007, 7:356-366.
19. Braet W., Johnson K.A., Tobin C.T., Acheson R., Bellgrove M.A., Robertson I.H., Garavan H. Functional developmental changes underlying response inhibition and error-detection processes. Neuropsychologia 2009, 47:3143-3151.
20. Bruin K.J., Wijers A.A., van Staveren A.S.J. Response priming in a go/nogo task: do we have to explain the go/nogo N2 effect in terms of response activation instead of inhibition?. Clin. Neurophysiol. 2001, 112:1660-1671.
21. Bunge S.A., Dudukovic N.M., Thomason M.E., Vaidya C.J., Gabrieli J.D.E. Immature frontal lobe contributions to cognitive control in children: evidence from fMRI. Neuron 2002, 33:301-311.
22. Busch N.A., Dubois J., VanRullen R. The phase of ongoing EEG oscillations predicts visual perception. J. Neurosci. 2009, 29:7869-7876.
23. Bush G., Luu P., Posner M.I., others Cognitive and emotional influences in anterior cingulate cortex. Trends Cogn. Sci. 2000, 4:215-222.
24. Buzsaki G., Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304:1926-1929.
25. Campbell I.G., Feinberg I. Longitudinal trajectories of non-rapid eye movement delta and theta EEG as indicators of adolescent brain maturation. Proc. Natl. Acad. Sci. U. S. A. 2009, 106:5177-5180.
26. Canolty R.T., Knight R.T. The functional role of cross-frequency coupling. Trends Cogn. Sci. 2010, 14:506-515.
27. Capaldi D.M., Rothbart M.K. Development and validation of an early adolescent temperament measure. J. Early Adolesc. 1992, 12:153-173.
28. Carlson S.M., Moses L.J. Individual differences in inhibitory control and children's theory of mind. Child Dev. 2001, 72:1032-1053.
29. Carlson S.M., Moses L.J., Claxton L.J. Individual differences in executive functioning and theory of mind: an investigation of inhibitory control and planning ability. J. Exp. Child Psychol. 2004, 87:299-319.
30. Carp J., Fitzgerald K.D., Taylor S.F., Weissman D.H. Removing the effect of response time on brain activity reveals developmental differences in conflict processing in the posterior medial prefrontal cortex. Neuroimage 2012, 59:853-860.
31. Casey B.J., Trainor R.J., Orendi J.L., Schubert A.B., Nystrom L.E., Giedd J.N., Castellanos F.X., Haxby J.V., Noll D.C., Cohen J.D., Forman S.D., Dahl R.E., Rapoport J.L. A developmental functional mri study of prefrontal activation during performance of a go-no-go task. J. Cogn. Neurosci. 1997, 9:835-847.
32. Cavanagh J.F., Cohen M.X., Allen J.J.B. Prelude to and resolution of an error: EEG phase synchrony reveals cognitive control dynamics during action monitoring. J. Neurosci. 2009, 29:98-105.
33. Cavanagh J.F., Frank M.J., Klein T.J., Allen J.J.B. Frontal theta links prediction errors to behavioral adaptation in reinforcement learning. Neuroimage 2010, 49:3198-3209.
34. Chugani H.T., Phelps M.E., Mazziotta J.C. Positron emission tomography study of human brain functional development. Ann. Neurol. 1987, 22:487-497.
35. Clarke A.R., Barry R.J., McCarthy R., Selikowitz M. Age and sex effects in the EEG: development of the normal child. Clin. Neurophysiol. 2001, 112:806-814.
36. Cragg L., Kovacevic N., McIntosh A.R., Poulsen C., Martinu K., Leonard G., Paus T. Maturation of EEG power spectra in early adolescence: a longitudinal study. Dev. Sci. 2011, 14:935-943.
37. Croxson P.L., Walton M.E., O'Reilly J.X., Behrens T.E.J., Rushworth M.F.S. Effort-based cost-benefit valuation and the human brain. J. Neurosci. 2009, 29:4531-4541.
38. Davies P.L., Segalowitz S.J., Gavin W.J. Development of response-monitoring ERPs in 7- to 25-year-olds. Dev. Neuropsychol. 2004, 25:355-376.
39. Davis K.D., Hutchison W.D., Lozano A.M., Tasker R.R., Dostrovsky J.O. Human anterior cingulate cortex neurons modulated by attention-demanding tasks. J. Neurophysiol. 2000, 83:3575-3577.
40. Davis K.D., Taylor K.S., Hutchison W.D., Dostrovsky J.O., McAndrews M.P., Richter E.O., Lozano A.M. Human anterior cingulate cortex neurons encode cognitive and emotional demands. J. Neurosci. 2005, 25:8402-8406.
41. Debener S., Ullsperger M., Siegel M., Fiehler K., von Cramon D.Y., Engel A.K. Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring. J. Neurosci. 2005, 25:11730-11737.
42. Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 2004, 134:9-21.
43. Delorme A., Westerfield M., Makeig S. Medial prefrontal theta bursts precede rapid motor responses during visual selective attention. J. Neurosci. 2007, 27:11949-11959.
44. Dempster F.N. The rise and fall of the inhibitory mechanism: toward a unified theory of cognitive development and aging. Dev. Rev. 1992, 12:45-75.
45. Devinsky O., Morrell M.J., Vogt B.A. Contributions of anterior cingulate cortex to behaviour. Brain 1995, 118(Pt 1):279-306.
46. Diamond A., Barnett W.S., Thomas J., Munro S. Preschool program improves cognitive control. Science 2007, 318:1387-1388.
47. Dimoska A., Johnstone S.J., Barry R.J. The auditory-evoked N2 and P3 components in the stop-signal task: Indices of inhibition, response-conflict or error-detection?. Brain Cogn. 2006, 62:98-112.
48. Doñamayor N., Heilbronner U., Münte T.F. Coupling electrophysiological and hemodynamic responses to errors. Hum. Brain Mapp. 2012, 33:1621-1633.
49. Durston S., Thomas K.M., Yang Y., Ulug A.M., Zimmerman R.D., Casey B.J. A neural basis for the development of inhibitory control. Dev. Sci. 2002, 5:F9-F16.
50. Durston S., Davidson M.C., Tottenham N., Galvan A., Spicer J., Fossella J.A., Casey B.J. A shift from diffuse to focal cortical activity with development. Dev. Sci. 2006, 9:1-8.
51. Eisenberg N., Spinrad T.L., Fabes R.A., Reiser M., Cumberland A., Shepard S.A., Valiente C., Losoya S.H., Guthrie I.K., Thompson M. The relations of effortful control and impulsivity to children's resiliency and adjustment. Child Dev. 2004, 75:25-46.
52. Ellis L.K., Rothbart M.K. Revision of the Early Adolescent Temperament Questionnaire. Poster presented at the 2001 Biennial Meeting of the Society for Research in Child Development, Minneapolis, Minnesota 2001.
53. Enriquez-Geppert S., Konrad C., Pantev C., Huster R.J. Conflict and inhibition differentially affect the N200/P300 complex in a combined go/nogo and stop-signal task. Neuroimage 2010, 51:877-887.
54. Enriquez-Geppert S., Eichele T., Specht K., Kugel H., Pantev C., Huster R.J. Functional parcellation of the inferior frontal and midcingulate cortices in a flanker-stop-change paradigm. Hum. Brain Mapp. 2013, 34:1501-1514.
55. Etkin A., Egner T., Kalisch R. Emotional processing in anterior cingulate and medial prefrontal cortex. Trends Cogn. Sci. 2011, 15:85-93.
56. Fair D.A., Dosenbach N.U.F., Church J.A., Cohen A.L., Brahmbhatt S., Miezin F.M., Barch D.M., Raichle M.E., Petersen S.E., Schlaggar B.L. Development of distinct control networks through segregation and integration. Proc. Natl. Acad. Sci. 2007, 104:13507-13512.
57. Fair D.A., Cohen A.L., Power J.D., Dosenbach N.U.F., Church J.A., Miezin F.M., Schlaggar B.L., Petersen S.E. Functional brain networks develop from a "local to distributed" organization. PLoS Comput. Biol. 2009, 5:e1000381.
58. Fell J., Ludowig E., Staresina B.P., Wagner T., Kranz T., Elger C.E., Axmacher N. Medial temporal theta/alpha power enhancement precedes successful memory encoding: evidence based on intracranial EEG. J. Neurosci. 2011, 31:5392-5397.
59. Fellows L.K., Farah M.J. Is anterior cingulate cortex necessary for cognitive control?. Brain 2005, 128:788-796.
60. Fernie G., Peeters M., Gullo M.J., Christiansen P., Cole J.C., Sumnall H., Field M. Multiple behavioural impulsivity tasks predict prospective alcohol involvement in adolescents. Addiction 2013, (in press).
61. Ferree T.C., Luu P., Russell G.S., Tucker D.M. Scalp electrode impedance, infection risk, and EEG data quality. Clin. Neurophysiol. 2001, 112:536-544.
62. Gasquoine P.G. Localization of function in anterior cingulate cortex: from psychosurgery to functional neuroimaging. Neurosci. Biobehav. Rev. 2013, 37:340-348.
63. Gmehlin D., Thomas C., Weisbrod M., Walther S., Pfüller U., Resch F., Oelkers-Ax R. Individual analysis of EEG background-activity within school age: impact of age and sex within a longitudinal data set. Int. J. Dev. Neurosci. 2011, 29:163-170.
64. Gogtay N., Giedd J.N., Lusk L., Hayashi K.M., Greenstein D., Vaituzis A.C., Nugent T.F., Herman D.H., Clasen L.S., Toga A.W., Rapoport J.L., Thompson P.M. Dynamic mapping of human cortical development during childhood through early adulthood. Proc. Natl. Acad. Sci. U. S. A. 2004, 101:8174-8179.
65. Grill-Spector K., Golarai G., Gabrieli J. Developmental neuroimaging of the human ventral visual cortex. Trends Cogn. Sci. 2008, 12:152-162.
66. Grinband J., Savitskaya J., Wager T.D., Teichert T., Ferrera V.P., Hirsch J. The dorsal medial frontal cortex is sensitive to time on task, not response conflict or error likelihood. Neuroimage 2011, 57:303-311.
67. Gross J., Kujala J., Hämäläinen M., Timmermann L., Schnitzler A., Salmelin R. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc. Natl. Acad. Sci. U. S. A. 2001, 98:694-699.
68. Guderian S., Schott B.H., Richardson-Klavehn A., Düzel E. Medial temporal theta state before an event predicts episodic encoding success in humans. Proc. Natl. Acad. Sci. 2009, 106:5365-5370.
69. Gusnard D.A., Raichle M.E. Searching for a baseline: functional imaging and the resting human brain. Nat. Rev. Neurosci. 2001, 2:685-694.
70. Hämmerer D., Li S.-C., Müller V., Lindenberger U. An electrophysiological study of response conflict processing across the lifespan: assessing the roles of conflict monitoring, cue utilization, response anticipation, and response suppression. Neuropsychologia 2010, 48:3305-3316.
71. Hanslmayr S., Aslan A., Staudigl T., Klimesch W., Herrmann C.S., Bäuml K.-H. Prestimulus oscillations predict visual perception performance between and within subjects. Neuroimage 2007, 37:1465-1473.
72. Heinrich H., Kolev V., Rothenberger A., Yordanova J. Event-related oscillations and cognitive processes in children. J. Psychophysiol. 2009, 23:199-207.
73. Hillman K.L., Bilkey D.K. Neural encoding of competitive effort in the anterior cingulate cortex. Nat. Neurosci. 2012, 20:373-377.
74. Holroyd C.B., Yeung N. Motivation of extended behaviors by anterior cingulate cortex. Trends Cogn. Sci. 2012, 16:122-128.
75. Huster R.J., Westerhausen R., Pantev C., Konrad C. The role of the cingulate cortex as neural generator of the N200 and P300 in a tactile response inhibition task. Hum. Brain Mapp. 2010, 31:1260-1271.
76. Huster R.J., Eichele T., Enriquez-Geppert S., Wollbrink A., Kugel H., Konrad C., Pantev C. Multimodal imaging of functional networks and event-related potentials in performance monitoring. Neuroimage 2011, 56:1588-1597.
77. Huster R.J., Enriquez-Geppert S., Pantev C., Bruchmann M. Variations in midcingulate morphology are related to ERP indices of cognitive control. Brain Struct. Funct. 2012, 1-12.
78. Huster R.J., Enriquez-Geppert S., Lavallee C.F., Falkenstein M., Herrmann C.S. Electroencephalography of response inhibition tasks: functional networks and cognitive contributions. Int. J. Psychophysiol. 2013, 87:217-233.
79. Huttenlocher P.R. Synaptic density in human frontal cortex-developmental changes and effects of aging. Brain Res. 1979, 163:195-205.
80. Hwang K., Velanova K., Luna B. Strengthening of top-down frontal cognitive control networks underlying the development of inhibitory control: a functional magnetic resonance imaging effective connectivity study. J. Neurosci. 2010, 30:15535-15545.
81. Hwang K., Hallquist M.N., Luna B. The development of hub architecture in the human functional brain network. Cereb. Cortex 2013, (in press).
82. Johnstone S.J., Dimoska A., Smith J.L., Barry R.J., Pleffer C.B., Chiswick D., Clarke A.R. The development of stop-signal and Go/Nogo response inhibition in children aged 7-12years: performance and event-related potential indices. Int. J. Psychophysiol. 2007, 63:25-38.
83. Jonkman L.M. The development of preparation, conflict monitoring and inhibition from early childhood to young adulthood: a Go/Nogo ERP study. Brain Res. 2006, 1097:181-193.
84. Jonkman L.M., Lansbergen M., Stauder J.E.A. Developmental differences in behavioral and event-related brain responses associated with response preparation and inhibition in a go-nogo task. Psychophysiology 2003, 40:752-761.
85. Jonkman L.M., Sniedt F.L.F., Kemner C. Source localization of the Nogo-N2: a developmental study. Clin. Neurophysiol. 2007, 118:1069-1077.
86. Kayser J., Tenke C.E. Principal components analysis of Laplacian waveforms as a generic method for identifying ERP generator patterns: I. Evaluation with auditory oddball tasks. Clin. Neurophysiol. 2006, 117:348-368.
87. Kikuchi M., Shitamichi K., Yoshimura Y., Ueno S., Remijn G.B., Hirosawa T., Munesue T., Tsubokawa T., Haruta Y., Oi M., Higashida H., Minabe Y. Lateralized theta wave connectivity and language performance in 2- to 5-year-old children. J. Neurosci. 2011, 31:14984-14988.
88. Kochanska G., Murray K., Jacques T.Y., Koenig A.L., Vandegeest K.A. Inhibitory control in young children and its role in emerging internalization. Child Dev. 1996, 67:490-507.
89. Kochanska G., Coy K.C., Murray K.T. The development of self-regulation in the first four years of life. Child Dev. 2001, 72:1091-1111.
90. Kolev V., Yordanova J. Analysis of phase-locking is informative for studying event-related EEG activity. Biol. Cybern. 1997, 76:229-235.
91. Kolev V., Yordanova J., Basar-Eroglu C., Basar E. Age effects on visual EEG responses reveal distinct frontal alpha networks. Clin. Neurophysiol. 2002, 113:901-910.
92. Krause C.M., Salminen P.-A., Sillanmäki L., Holopainen I.E. Event-related desynchronization and synchronization during a memory task in children. Clin. Neurophysiol. 2001, 112:2233-2240.
93. Kropotov J.D., Ponomarev V.A., Hollup S., Mueller A. Dissociating action inhibition, conflict monitoring and sensory mismatch into independent components of event related potentials in GO/NOGO task. Neuroimage 2011, 57:565-575.
94. Ladouceur C.D., Dahl R.E., Carter C.S. ERP correlates of action monitoring in adolescence. Ann. N. Y. Acad. Sci. 2004, 1021:329-336.
95. Ladouceur C.D., Dahl R.E., Carter C.S. Development of action monitoring through adolescence into adulthood: ERP and source localization. Dev. Sci. 2007, 10:874-891.
96. Lamm C., Zelazo P.D., Lewis M.D. Neural correlates of cognitive control in childhood and adolescence: disentangling the contributions of age and executive function. Neuropsychologia 2006, 44:2139-2148.
97. Lazzaro I., Gordon E., Whitmont S., Meares R., Clarke S. The modulation of late component event related potentials by pre-stimulus EEG theta activity in ADHD. Int. J. Neurosci. 2001, 107:247-264.
98. Le Van Quyen M., Khalilov I., Ben-Ari Y. The dark side of high-frequency oscillations in the developing brain. Trends Neurosci. 2006, 29:419-427.
99. Levin H.S., Hanten G. Executive functions after traumatic brain injury in children. Pediatr. Neurol. 2005, 33:79-93.
100. Lewis M.D., Lamm C., Segalowitz S.J., Stieben J., Zelazo P.D. Neurophysiological correlates of emotion regulation in children and adolescents. J. Cogn. Neurosci. 2006, 18:430-443.
101. Lewis M.D., Granic I., Lamm C., Zelazo P.D., Stieben J., Todd R.M., Moadab I., Pepler D. Changes in the neural bases of emotion regulation associated with clinical improvement in children with behavior problems. Dev. Psychopathol. 2008, 20:913-939.
102. Liddle P.F., Kiehl K.A., Smith A.M. Event-related fMRI study of response inhibition. Hum. Brain Mapp. 2001, 12:100-109.
103. Luna B., Garver K.E., Urban T.A., Lazar N.A., Sweeney J.A. Maturation of cognitive processes from late childhood to adulthood. Child Dev. 2004, 75:1357-1372.
104. Luu P., Tucker D.M., Derryberry D., Reed M., Poulsen C. Electrophysiological responses to errors and feedback in the process of action regulation. Psychol. Sci. 2003, 14:47-53.
105. Luu P., Tucker D.M., Makeig S. Frontal midline theta and the error-related negativity: neurophysiological mechanisms of action regulation. Clin. Neurophysiol. 2004, 115:1821-1835.
106. Mansouri F.A., Tanaka K., Buckley M.J. Conflict-induced behavioural adjustment: a clue to the executive functions of the prefrontal cortex. Nat. Rev. Neurosci. 2009, 10:141-152.
107. Manuel A.L., Bernasconi F., Spierer L. Plastic modifications within inhibitory control networks induced by practicing a stop-signal task: an electrical neuroimaging study. Cortex 2013, 49:1141-1147.
108. Margulies D.S., Kelly A.M.C., Uddin L.Q., Biswal B.B., Castellanos F.X., Milham M.P. Mapping the functional connectivity of anterior cingulate cortex. Neuroimage 2007, 37:579-588.
109. Mathewson K.E., Gratton G., Fabiani M., Beck D.M., Ro T. To see or not to see: prestimulus alpha phase predicts visual awareness. J. Neurosci. 2009, 29:2725-2732.
110. Mayer A.R., Teshiba T.M., Franco A.R., Ling J., Shane M.S., Stephen J.M., Jung R.E. Modeling conflict and error in the medial frontal cortex. Hum. Brain Mapp. 2012, 33:2843-2855.
111. Milham M.P., Banich M.T. Anterior cingulate cortex: an fMRI analysis of conflict specificity and functional differentiation. Hum. Brain Mapp. 2005, 25:328-335.
112. Minlebaev M., Colonnese M., Tsintsadze T., Sirota A., Khazipov R. Early gamma oscillations synchronize developing thalamus and cortex. Science 2011, 334:226-229.
113. Mitchell D.J., McNaughton N., Flanagan D., Kirk I.J. Frontal-midline theta from the perspective of hippocampal "theta". Prog. Neurobiol. 2008, 86:156-185.
114. Müller V., Gruber W., Klimesch W., Lindenberger U. Lifespan differences in cortical dynamics of auditory perception. Dev. Sci. 2009, 12:839-853.
115. Nachev P., Rees G., Parton A., Kennard C., Husain M. Volition and conflict in human medial frontal cortex. Curr. Biol. 2005, 15:122-128.
116. Nachev P., Kennard C., Husain M. The functional anatomy of the frontal lobes. Nat. Rev. Neurosci. 2009, 10:829.
117. Nee D.E., Wager T.D., Jonides J. Interference resolution: insights from a meta-analysis of neuroimaging tasks. Cogn. Affect. Behav. Neurosci. 2007, 7:1-17.
118. Nee D.E., Kastner S., Brown J.W. Functional heterogeneity of conflict, error, task-switching, and unexpectedness effects within medial prefrontal cortex. Neuroimage 2011, 54:528-540.
119. Nieuwenhuis S., Yeung N., Van Den Wildenberg W., Ridderinkhof K.R. Electrophysiological correlates of anterior cingulate function in a go/no-go task: effects of response conflict and trial type frequency. Cogn. Affect. Behav. Neurosci. 2003, 3:17-26.
120. Nigbur R., Cohen M.X., Ridderinkhof K.R., Stürmer B. Theta dynamics reveal domain-specific control over stimulus and response conflict. J. Cogn. Neurosci. 2011, 24:1264-1274.
121. Nunez P.L., Srinivasan R. Electric Fields of the Brain: The Neurophysics of EEG 2005, Oxford University Press, USA. 2nd ed.
122. Ocklenburg S., Güntürkün O., Beste C. Lateralized neural mechanisms underlying the modulation of response inhibition processes. Neuroimage 2011, 55:1771-1778.
123. Otten L.J., Quayle A.H., Akram S., Ditewig T.A., Rugg M.D. Brain activity before an event predicts later recollection. Nat. Neurosci. 2006, 9:489-491.
124. Park H., Rugg M.D. Prestimulus hippocampal activity predicts later recollection. Hippocampus 2009, 20:24-28.
125. Paus T. Primate anterior cingulate cortex: where motor control, drive and cognition interface. Nat. Rev. Neurosci. 2001, 2:417-424.
126. Paus T., Zijdenbos A., Worsley K., Collins D.L., Blumenthal J., Giedd J.N., Rapoport J.L., Evans A.C. Structural maturation of neural pathways in children and adolescents: in vivo study. Science 1999, 283:1908-1911.
127. Paus T., Collins D.L., Evans A.C., Leonard G., Pike B., Zijdenbos A. Maturation of white matter in the human brain: a review of magnetic resonance studies. Brain Res. Bull. 2001, 54:255-266.
128. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. PNAS 2001, 98:676-682.
129. Rakic P., Bourgeois J.P., Eckenhoff M.F., Zecevic N., Goldman-Rakic P.S. Concurrent overproduction of synapses in diverse regions of the primate cerebral cortex. Science 1986, 232:232-235.
130. Reutskiy S., Rossoni E., Tirozzi B. Conduction in bundles of demyelinated nerve fibers: computer simulation. Biol. Cybern. 2003, 89:439-448.
131. Ridderinkhof K.R., Ullsperger M., Crone E.A., Nieuwenhuis S. The role of the medial frontal cortex in cognitive control. Science 2004, 306:443-447.
132. Rubia K., Smith A.B., Woolley J., Nosarti C., Heyman I., Taylor E., Brammer M. Progressive increase of frontostriatal brain activation from childhood to adulthood during event-related tasks of cognitive control. Hum. Brain Mapp. 2006, 27:973-993.
133. Rubia K., Smith A.B., Taylor E., Brammer M. Linear age-correlated functional development of right inferior fronto-striato-cerebellar networks during response inhibition and anterior cingulate during error-related processes. Hum. Brain Mapp. 2007, 28:1163-1177.
134. Rushworth M.F., Buckley M.J., Behrens T.E., Walton M.E., Bannerman D.M. Functional organization of the medial frontal cortex. Curr. Opin. Neurobiol. 2007, 17:220-227.
135. Sander M.C., Werkle-Bergner M., Lindenberger U. Amplitude modulations and inter-trial phase stability of alpha-oscillations differentially reflect working memory constraints across the lifespan. Neuroimage 2012, 59:646-654.
136. Schachar R., Mota V.L., Logan G.D., Tannock R., Klim P. Confirmation of an inhibitory control deficit in attention-deficit/hyperactivity disorder. J. Abnorm. Child Psychol. 2000, 28:227-235.
137. Schaefer A.T., Angelo K., Spors H., Margrie T.W. Neuronal oscillations enhance stimulus discrimination by ensuring action potential precision. PLoS Biol. 2006, 4:e163.
138. Schulz K.P., Bédard A.-C.V., Czarnecki R., Fan J. Preparatory activity and connectivity in dorsal anterior cingulate cortex for cognitive control. Neuroimage 2011, 57:242-250.
139. Shaw P., Kabani N.J., Lerch J.P., Eckstrand K., Lenroot R., Gogtay N., Greenstein D., Clasen L., Evans A., Rapoport J.L., Giedd J.N., Wise S.P. Neurodevelopmental trajectories of the human cerebral cortex. J. Neurosci. 2008, 28:3586-3594.
140. Sheth S.A., Mian M.K., Patel S.R., Asaad W.F., Williams Z.M., Dougherty D.D., Bush G., Eskandar E.N. Human dorsal anterior cingulate cortex neurons mediate ongoing behavioural adaptation. Nature 2012, 488:218-221.
141. Smith J.L., Johnstone S.J., Barry R.J. Inhibitory processing during the Go/NoGo task: an ERP analysis of children with attention-deficit/hyperactivity disorder. Clin. Neurophysiol. 2004, 115:1320-1331.
142. Smith J.L., Johnstone S.J., Barry R.J. Effects of pre-stimulus processing on subsequent events in a warned Go/NoGo paradigm: response preparation, execution and inhibition. Int. J. Psychophysiol. 2006, 61:121-133.
143. Smith J.L., Smith E.A., Provost A.L., Heathcote A. Sequence effects support the conflict theory of N2 and P3 in the Go/NoGo task. Int. J. Psychophysiol. 2010, 75:217-226.
144. Somsen R.J.M., van't Klooster B.J., van der Molen M.W., van Leeuwen H.M.P., Licht R. Growth spurts in brain maturation during middle childhood as indexed by EEG power spectra. Biol. Psychol. 1997, 44:187-209.
145. Sowell E.R., Thompson P.M., Tessner K.D., Toga A.W. Mapping continued brain growth and gray matter density reduction in dorsal frontal cortex: inverse relationships during postadolescent brain maturation. J. Neurosci. 2001, 21:8819-8829.
146. Sowell E.R., Trauner D.A., Gamst A., Jernigan T.L. Development of cortical and subcortical brain structures in childhood and adolescence: a structural MRI study. Dev. Med. Child Neurol. 2002, 44:4-16.
147. Sowell E.R., Peterson B.S., Thompson P.M., Welcome S.E., Henkenius A.L., Toga A.W. Mapping cortical change across the human life span. Nat. Neurosci. 2003, 6:309-315.
148. Stampfer H.G., Başar E. Does frequency analysis lead to better understanding of human event related potentials. Int. J. Neurosci. 1985, 26:181-196.
149. Stark C.E.L., Squire L.R. When zero is not zero: the problem of ambiguous baseline conditions in fMRI. Proc. Natl. Acad. Sci. 2001, 98:12760-12766.
150. Stufflebeam S.M., Witzel T., Mikulski S., Hämäläinen M.S., Temereanca S., Barton J.J.S., Tuch D.S., Manoach D.S. A non-invasive method to relate the timing of neural activity to white matter microstructural integrity. Neuroimage 2008, 42:710-716.
151. Tallon-Baudry C., Bertrand O., Delpuech C., Pernier J. Stimulus specificity of phase-locked and non-phase-locked 40Hz visual responses in human. J. Neurosci. 1996, 16:4240-4249.
152. Tamm L., Menon V., Reiss A.L. Maturation of brain function associated with response inhibition. J. Am. Acad. Child Adolesc. Psychiatry 2002, 41:1231-1238.
153. Tsujimoto S. The prefrontal cortex: functional neural development during early childhood. Neuroscientist 2008, 14:345-358.
154. Tsujimoto T., Shimazu H., Isomura Y. Direct recording of theta oscillations in primate prefrontal and anterior cingulate cortices. J. Neurophysiol. 2006, 95:2987-3000.
155. Uddin L.Q. Resting-state fMRI and developmental systems neuroscience. Front. Neurosci. 2011, 14.
156. Uhlhaas P.J., Roux F., Singer W., Haenschel C., Sireteanu R., Rodriguez E. The development of neural synchrony reflects late maturation and restructuring of functional networks in humans. Proc. Natl. Acad. Sci. U. S. A. 2009, 106:9866-9871.
157. Uhlhaas P.J., Roux F., Rodriguez E., Rotarska-Jagiela A., Singer W. Neural synchrony and the development of cortical networks. Trends Cogn. Sci. 2010, 14:72-80.
158. Van Dijk H., Schoffelen J.-M., Oostenveld R., Jensen O. Prestimulus oscillatory activity in the alpha band predicts visual discrimination ability. J. Neurosci. 2008, 28:1816-1823.
159. Van Veen V., Carter C.S. The anterior cingulate as a conflict monitor: fMRI and ERP studies. Physiol. Behav. 2002, 77:477-482.
160. Vogt B.A., Finch D.M., Olson C.R. Functional heterogeneity in cingulate cortex: the anterior executive and posterior evaluative regions. Cereb. Cortex 1992, 2:435-443.
161. Von Stein A., Sarnthein J. Different frequencies for different scales of cortical integration: from local gamma to long range alpha/theta synchronization. Int. J. Psychophysiol. 2000, 38:301-313.
162. Walsh B.J., Buonocore M.H., Carter C.S., Mangun G.R. Integrating conflict detection and attentional control mechanisms. J. Cogn. Neurosci. 2011, 23:2211-2221.
163. Walton M.E., Bannerman D.M., Alterescu K., Rushworth M.F.S. Functional specialization within medial frontal cortex of the anterior cingulate for evaluating effort-related decisions. J. Neurosci. 2003, 23:6475-6479.
164. Walton M.E., Devlin J.T., Rushworth M.F.S. Interactions between decision making and performance monitoring within prefrontal cortex. Nat. Neurosci. 2004, 7:1259-1265.
165. Wang C., Ulbert I., Schomer D.L., Marinkovic K., Halgren E. Responses of human anterior cingulate cortex microdomains to error detection, conflict monitoring, stimulus-response mapping, familiarity, and orienting. J. Neurosci. 2005, 25:604-613.
166. Wechsler D. Wechsler Intelligence Scale for Children-third edition 1991, The Psychological Corporation, San Antonio, TX.
167. Weissman D.H., Gopalakrishnan A., Hazlett C.J., Woldorff M.G. Dorsal anterior cingulate cortex resolves conflict from distracting stimuli by boosting attention toward relevant events. Cereb. Cortex 2005, 15:229-237.
168. Whittingstall K., Logothetis N.K. Frequency-band coupling in surface EEG reflects spiking activity in monkey visual cortex. Neuron 2009, 64:281-289.
169. Woltering S., Granic I., Lamm C., Lewis M.D. Neural changes associated with treatment outcome in children with externalizing problems. Biol. Psychiatry 2011, 70:873-879.
170. Woltering S., Liu Z.-X., Rokeach A., Tannock R. Neurophysiological differences in inhibitory control between adults with ADHD and their peers. Neuropsychologia 2013, 51:1888-1895.
171. Womelsdorf T., Johnston K., Vinck M., Everling S. Theta-activity in anterior cingulate cortex predicts task rules and their adjustments following errors. Proc. Natl. Acad. Sci. U. S. A. 2010, 107:5248-5253.
172. Woodward T.S., Metzak P.D., Meier B., Holroyd C.B. Anterior cingulate cortex signals the requirement to break inertia when switching tasks: a study of the bivalency effect. Neuroimage 2008, 40:1311-1318.
173. Yamanaka K., Yamamoto Y. Single-trial EEG power and phase dynamics associated with voluntary response inhibition. J. Cogn. Neurosci. 2010, 22:714-727.
174. Yeung N., Cohen J.D., Botvinick M.M. Errors of interpretation and modeling: a reply to Grinband et al. Neuroimage 2011, 57:316-319.
175. Yordanova J.Y., Kolev V.N. Developmental changes in the alpha response system. Electroencephalogr. Clin. Neurophysiol. 1996, 99:527-538.
176. Yordanova J., Kolev V. Developmental changes in the event-related EEG theta response and P300. Electroencephalogr. Clin. Neurophysiol. 1997, 104:418-430.
177. Yordanova J., Kolev V. Developmental changes in the theta response system: a single sweep analysis. J. Psychophysiol. 1998, 12:113-126.
178. Yordanova J., Kolev V. Event-related brain oscillations: developmental effects on power and synchronization. J. Psychophysiol. 2010, 23:174-182.
179. Yordanova J.Y., Kolev V.N., Basar E. EEG theta and frontal alpha oscillations during auditory processing change with aging. Electroencephalogr. Clin. Neurophysiol. 1998, 108:497-505.