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Brain Structure and Function

, Volume 224, Issue 5, pp 1845–1869 | Cite as

Common and distinct neural correlates of dual-tasking and task-switching: a meta-analytic review and a neuro-cognitive processing model of human multitasking

  • Britta WorringerEmail author
  • Robert LangnerEmail author
  • Iring Koch
  • Simon B. Eickhoff
  • Claudia R. Eickhoff
  • Ferdinand C. Binkofski
Original Article

Abstract

Although there are well-known limitations of the human cognitive system in performing two tasks simultaneously (dual-tasking) or alternatingly (task-switching), the question for a common vs. distinct neural basis of these multitasking limitations is still open. We performed two Activation Likelihood Estimation meta-analyses of neuroimaging studies on dual-tasking or task-switching and tested for commonalities and differences in the brain regions associated with either domain. We found a common core network related to multitasking comprising bilateral intraparietal sulcus (IPS), left dorsal premotor cortex (dPMC), and right anterior insula. Meta-analytic contrasts revealed eight fronto-parietal clusters more consistently activated in dual-tasking (bilateral frontal operculum, dPMC, and anterior IPS, left inferior frontal sulcus and left inferior frontal gyrus) and, conversely, four clusters (left inferior frontal junction, posterior IPS, and precuneus as well as frontomedial cortex) more consistently activated in task-switching. Together with sub-analyses of preparation effects in task-switching, our results argue against purely passive structural processing limitations in multitasking. Based on these findings and drawing on current theorizing, we present a neuro-cognitive processing model of multitasking.

Keywords

Multitasking Cognitive control Executive function ALE meta-analysis fMRI 

Notes

Acknowledgements

We thank all contacted authors who contributed results of relevant contrasts not explicitly reported in the original publications, and we apologize to all authors whose eligible papers we might have missed.

Funding

This study was supported by the Deutsche Forschungsgemeinschaft (LA 3071/3-1 to R.L. and S.B.E.; EI 816/4-1 to S.B.E.), the National Institute of Mental Health (R01-MH074457 to S.B.E.), the Helmholtz Portfolio Theme “Supercomputing and Modeling for the Human Brain” (S.B.E.), and the European Union Seventh Framework Programme (FP7/2007-2013) under Grant agreement no. 604102 (S.B.E.).

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

For this type of study formal consent is not required.

Supplementary material

429_2019_1870_MOESM1_ESM.pdf (187 kb)
Supplementary material 1 (PDF 186 kb)
429_2019_1870_MOESM2_ESM.docx (50 kb)
Supplementary material 2 (DOCX 49 kb)

References

  1. Alexander MP, Stuss DT, Shallice T, Picton TW, Gillingham S (2005) Impaired concentration due to frontal lobe damage from two distinct lesion sites. Neurology 65:572–579CrossRefPubMedGoogle Scholar
  2. Allport DA, Styles EA, Hsieh S (1994) Shifting intentional set: Exploring the dynamic control of tasks. In: Umilta C, Moscovitc M (eds) Attention and performance XV. MIT Press, Cambridge, pp 421–452Google Scholar
  3. Amunts K, Schleicher A, Burgel U, Mohlberg H, Uylings HB, Zilles K (1999) Broca’s region revisited: cytoarchitecture and intersubject variability. J Comp Neurol 412:319–341CrossRefGoogle Scholar
  4. Andersen RA, Brotchie PR, Mazzoni P (1992) Evidence for the lateral intraparietal area as the parietal eye field. Curr Opin Neurobiol 2(6):840–846CrossRefPubMedGoogle Scholar
  5. Anderson MC, Bunce JG, Barbas H (2016) Prefrontal-hippocampal pathways underlying inhibitory control over memory. Neurobiol Learn Mem 134:145–161CrossRefPubMedGoogle Scholar
  6. Badre D, Wagner AD (2006) Computational and neurobiological mechanisms underlying cognitive flexibility. Proc Natl Acad Sci USA 103:7186–7191CrossRefPubMedGoogle Scholar
  7. Barber AD, Carter CS (2005) Cognitive control involved in overcoming prepotent response tendencies and switching between tasks. Cereb Cortex 15:899–912CrossRefPubMedGoogle Scholar
  8. Barber AD, Caffo BS, Pekar JJ, Mostofsky SH (2013) Effects of working memory demand on neural mechanisms of motor response selection and control. J Cogn Neurosci 25:1235–1248CrossRefPubMedPubMedCentralGoogle Scholar
  9. Begliomini C, Nelini C, Caria A, Grodd W, Castiello U (2008) Cortical activations in humans grasp-related areas depend on hand used and handedness. PLoS One 3:e3388CrossRefPubMedPubMedCentralGoogle Scholar
  10. Binkofski F, Dohle C, Posse S, Stephan KM, Hefter H, Seitz RJ, Freund HJ (1998) Human anterior intraparietal area subserves prehension: a combined lesion and functional MRI activation study. Neurology 50:1253–1259CrossRefPubMedGoogle Scholar
  11. Bisley JW, Goldberg ME (2003) Neuronal activity in the lateral intraparietal area and spatial attention. Science 299:81–86CrossRefPubMedGoogle Scholar
  12. Blangero A, Gaveau V, Luauté J, Rode G, Salemme R, Guinard M, Boisson D, Rossetti Y, Pisella L (2008) A hand and a field effect in on-line motor control in unilateral optic ataxia. Cortex 44:560–568CrossRefPubMedGoogle Scholar
  13. Blangero A, Menz MM, McNamara A, Binkofski F (2009) Parietal modules for reaching. Neuropsychologia 47:1500–1507CrossRefPubMedGoogle Scholar
  14. Blatt GJ, Andersen RA, Stoner GR (1990) Visual receptive field organization and cortico-cortical connections of the lateral intraparietal area (area LIP) in the macaque. J Comp Neurol 299:421–445CrossRefPubMedGoogle Scholar
  15. Botvinick MM, Cohen JD, Carter CS (2004) Conflict monitoring and anterior cingulate cortex: an update. Trends Cogn Sci 8:539–546CrossRefPubMedGoogle Scholar
  16. Brass M, von Cramon DY (2002) The role of the frontal cortex in task preparation. Cereb Cortex 12:908–914CrossRefPubMedGoogle Scholar
  17. Brass M, von Cramon DY (2004) Decomposing components of task preparation with functional magnetic resonance imaging. J Cogn Neurosci 16:609–620CrossRefPubMedGoogle Scholar
  18. Braver TS, Reynolds JR, Donaldson DI (2003) Neural mechanisms of transient and sustained cognitive control during task switching. Neuron 39:713–726CrossRefPubMedGoogle Scholar
  19. Buchsbaum BR, Greer S, Chang WL, Berman KF (2005) Meta-analysis of neuroimaging studies of the Wisconsin card-sorting task and component processes. Hum Brain Mapp 25:35–45CrossRefGoogle Scholar
  20. Bunge SA, Hazeltine E, Scanlon MD, Rosen AC, Gabrieli JDE (2002) Dissociable contributions of prefrontal and parietal cortices to response selection. Neuroimage 17:1562–1571CrossRefPubMedGoogle Scholar
  21. Capotosto P, Tosoni A, Spadone S, Sestieri C, Perrucci MG, Romani GL, Della Penna S, Corbetta M (2013) Anatomical segregation of visual selection mechanisms in human parietal cortex. J Neurosci 33:6225–6229CrossRefPubMedPubMedCentralGoogle Scholar
  22. Caspers S, Eickhoff SB, Geyer S, Scheperjans F, Mohlberg H, Zilles K, Amunts K (2008) The human inferior parietal lobule in stereotaxic space. Brain Struct Funct 212:481–495CrossRefPubMedGoogle Scholar
  23. Cavina-Pratesi C, Valyear KF, Culham JC, Köhler S, Obhi SS, Marzi CA, Goodale MA (2006) Dissociating arbitrary stimulus–response mapping from movement planning during preparatory period: evidence from event-related functional magnetic resonance imaging. J Neurosci 26:2704–2713CrossRefPubMedPubMedCentralGoogle Scholar
  24. Chambers CD, Payne JM, Stokes MG, Mattingley JB (2004) Fast and slow parietal pathways mediate spatial attention. Nat Neurosci 7:217–218CrossRefPubMedGoogle Scholar
  25. Chikazoe J, Jimura K, Asari T, Yamashita K, Morimoto H, Hirose S, Konishi S (2009) Functional dissociation in right inferior frontal cortex during performance of go/no-go task. Cereb Cortex 19:146–152CrossRefPubMedGoogle Scholar
  26. Chiu YC, Yantis S (2009) A domain-independent source of cognitive control for task sets: shifting spatial attention and switching categorization rules. J Neurosci 29:3930–3938CrossRefPubMedPubMedCentralGoogle Scholar
  27. Choi HJ, Zilles K, Mohlberg H, Schleicher A, Fink GR, Armstrong E, Amunts K (2006) Cytoarchitectonic identification and probabilistic mapping of two distinct areas within the anterior ventral bank of the human intraparietal sulcus. J Comp Neurol 495:53–69CrossRefPubMedPubMedCentralGoogle Scholar
  28. Cieslik EC, Zilles K, Kurth F, Eickhoff SB (2010) Dissociating bottom-up and top-down processes in a manual stimulus–response compatibility task. J Neurophysiol 104:1472–1483CrossRefPubMedPubMedCentralGoogle Scholar
  29. Cieslik EC, Zilles K, Caspers S, Roski C, Kellermann TS, Jakobs O, Langner R, Laird AR, Fox PT, Eickhoff SB (2013) Is there “one” DLPFC in cognitive action control? Evidence for heterogeneity from co-activation-based parcellation. Cereb Cortex 23:2677–2689CrossRefPubMedGoogle Scholar
  30. Cieslik EC, Mueller VI, Eickhoff CR, Langner R, Eickhoff SB (2015) Three key regions for supervisory attentional control: evidence from neuroimaging meta-analyses. Neurosci Biobehav Rev 48:22–34CrossRefPubMedGoogle Scholar
  31. Clos M, Amunts K, Laird AR, Fox PT, Eickhoff SB (2013) Tackling the multifunctional nature of Broca’s region meta-analytically: co-activation-based parcellation of area 44. Neuroimage 83:174–188CrossRefPubMedPubMedCentralGoogle Scholar
  32. Cole MW, Schneider W (2007) The cognitive control network: integrated cortical regions with dissociable functions. Neuroimage 37:343–360CrossRefPubMedGoogle Scholar
  33. Corbetta M, Shulman GL (2002) Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci 3:201–215CrossRefPubMedGoogle Scholar
  34. Crone EA, Wendelken C, Donohue SE, Bunge SA (2006) Neural evidence for dissociable components of task-switching. Cereb Cortex 16:475–486CrossRefPubMedGoogle Scholar
  35. De Baene W, Brass M (2011) Cue-switch effects do not rely on the same neural systems as task-switch effects. Cogn Affect Behav Neurosci 11:600–607CrossRefPubMedGoogle Scholar
  36. Dell’Acqua R, Jolicoeur P, Vespignani F, Toffanin P (2005) Central processing overlap modulates P3 latency. Exp Brain Res 165:54–682CrossRefPubMedGoogle Scholar
  37. Deprez S, Vandenbulcke M, Peeters R, Emsell L, Amant F, Sunaert S (2013) The functional neuroanatomy of multitasking: combining dual tasking with a short term memory task. Neuropsychologia 51:2251–2260CrossRefPubMedGoogle Scholar
  38. Derrfuss J, Brass M, Neumann J, von Cramon DY (2005) Involvement of the inferior frontal junction in cognitive control: meta-analyses of switching and Stroop studies. Hum Brain Mapp 25:22–34CrossRefPubMedGoogle Scholar
  39. Dibbets P, Evers EA, Hurks PP, Bakker K, Jolles J (2010) Differential brain activation patterns in adult attention-deficit hyperactivity disorder (ADHD) associated with task switching. Neuropsychology 24:413–423CrossRefPubMedGoogle Scholar
  40. DiGirolamo GJ, Kramer AF, Barad V, Cepeda NJ, Weissman DH, Milham MP, Wszalek TM, Cohen NJ, Banich MT, Webb A, Belopolsky AV, McAuley E (2001) General and task-specific frontal lobe recruitment in older adults during executive processes: a fMRI investigation of task-switching. NeuroReport 12:2065–2071CrossRefPubMedGoogle Scholar
  41. Dosenbach NU, Visscher KM, Palmer ED, Miezin FM, Wenger KK, Kang HC, Burgund ED, Grimes AL, Schlaggar BL, Petersen SE (2006) A core system for the implementation of task sets. Neuron 50:799–812CrossRefPubMedPubMedCentralGoogle Scholar
  42. Dosenbach NU, Fair DA, Miezin FM, Cohen AL, Wenger KK, Dosenbach RA, Fox MD, Snyder AZ, Vincent JL, Raichle ME, Schlaggar BL, Petersen SE (2007) Distinct brain networks for adaptive and stable task control in humans. Proc Natl Acad Sci USA 104:11073–11078CrossRefGoogle Scholar
  43. Dove A, Pollmann S, Schubert T, Wiggins CJ, von Cramon DY (2000) Prefrontal cortex activation in task switching: an event-related fMRI study. Brain Res Cogn Brain Res 9:103–109CrossRefPubMedGoogle Scholar
  44. Dreher JC, Grafman J (2003) Dissociating the roles of the rostral anterior cingulate and the lateral prefrontal cortices in performing two tasks simultaneously or successively. Cereb Cortex 13:329–339CrossRefPubMedGoogle Scholar
  45. Duncan J (2010) The multiple-demand (MD) system of the primate brain: mental programs for intelligent behaviour. Trends Cogn Sci 14:172–179CrossRefGoogle Scholar
  46. Dux PE, Ivanoff J, Asplund CL, Marois R (2006) Isolation of a central bottleneck of information processing with time-resolved FMRI. Neuron 56:1109–1120CrossRefGoogle Scholar
  47. Eckert MA, Menon V, Walczak A, Ahlstrom J, Denslow S, Horwitz A, Dubno JR (2009) At the heart of the ventral attention system: the right anterior insula. Hum Brain Mapp 30:2530–2541CrossRefPubMedPubMedCentralGoogle Scholar
  48. Eickhoff SB, Stephan KE, Mohlberg H, Grefkes C, Fink GR, Amunts K, Zilles K (2005) A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data. Neuroimage 25:1325–1335CrossRefGoogle Scholar
  49. Eickhoff SB, Paus T, Caspers S, Grosbas MH, Evans AC, Zilles K, Amunts K (2007) Assignment of functional activations to probabilistic cytoarchitectonic areas revisited. Neuroimage 36:511–521CrossRefPubMedGoogle Scholar
  50. Eickhoff SB, Laird AR, Grefkes C, Wang LE, Zilles K, Fox PT (2009) Coordinate- based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty. Hum Brain Mapp 30:2907–2926CrossRefPubMedPubMedCentralGoogle Scholar
  51. Eickhoff SB, Bzdok D, Laird AR, Kurth F, Fox PT (2012) Activation likelihood estimation meta-analysis revisited. Neuroimage 59:2349–2361CrossRefPubMedGoogle Scholar
  52. Erickson KI, Colcombe SJ, Wadhwa R, Bherer L, Peterson MS, Scalf PE, Kramer AF (2005) Neural correlates of dual-task performance after minimizing task-preparation. Neuroimage 28:967–979CrossRefPubMedGoogle Scholar
  53. Gazes Y, Rakitin BC, Habeck C, Steffener J, Stern Y (2012) Age differences of multivariate network expressions during task-switching and their associations with behavior. Neuropsychologia 50:3509–3518CrossRefPubMedPubMedCentralGoogle Scholar
  54. Genon S, Li H, Fan L, Müller VI, Cieslik EC, Hoffstaedter F, Reid AT, Langner R, Grefkes C, Fox PT, Moebus S, Caspers S, Amunts K, Jiang T, Eickhoff SB (2017) The right dorsal premotor mosaic: organization, functions, and connectivity. Cereb Cortex 27:2095–2110PubMedGoogle Scholar
  55. Geyer S (2004) The microstructural border between the motor and the cognitive domain in the human cerebral cortex. Adv Anat Embryol Cell Biol 174:1–89CrossRefGoogle Scholar
  56. Göbel SM, Johansen-Berg H, Behrens T, Rushworth MF (2004) Response-selection-related parietal activation during number comparison. J Cogn Neurosci 16:1536–1551CrossRefPubMedGoogle Scholar
  57. Goffaux P, Phillips NA, Sinai M, Pushkar D (2006) Behavioural and electrophysiological measures of task switching during single and mixed-task conditions. Biol Psychol 72:278–290CrossRefPubMedGoogle Scholar
  58. Grafton ST (2010) The cognitive neuroscience of prehension: recent developments. Exp Brain Res 204:475–491CrossRefPubMedPubMedCentralGoogle Scholar
  59. Green JJ, McDonald JJ (2008) Electrical neuroimaging reveals timing of attentional control activity in human brain. PLoS Biol 6:730–738CrossRefGoogle Scholar
  60. Grefkes C, Geyer S, Schormann T, Roland P, Zilles K (2001) Human somatosensory area 2: observer-independent cytoarchitectonic mapping, interindividual variability, and population map. NeuroImage 14:617–631CrossRefPubMedGoogle Scholar
  61. Grosbras MH, Paus T (2003) Transcranial magnetic stimulation of the human frontal eye field facilitates visual awareness. Eur J Neurosci 18:3121–3126CrossRefPubMedGoogle Scholar
  62. Gruber O, Karch S, Schlueter EK, Falkai P, Goschke T (2006) Neural mechanisms of advance preparation in task switching. Neuroimage 31:887–895CrossRefPubMedGoogle Scholar
  63. Gu BM, Park JY, Kang DH, Lee SJ, Yoo SY, Jo HJ, Choi CH, Lee JM, Kwon JS (2008) Neural correlates of cognitive inflexibility during task-switching in obsessive-compulsive disorder. Brain 131:155–164CrossRefPubMedGoogle Scholar
  64. Halari R, Simic M, Pariante CM, Papadopoulos A, Cleare A, Brammer M, Fombonne E, Rubia K (2009) Reduced activation in lateral prefrontal cortex and anterior cingulate during attention and cognitive control functions in medication-naïve adolescents with depression compared to controls. J Child Psychol Psychiatry 50:307–316CrossRefPubMedGoogle Scholar
  65. Hardwick RM, Rottschy C, Miall RC, Eickhoff SB (2013) A quantitative meta-analysis and review of motor learning in the human brain. Neuroimage 67:283–297CrossRefPubMedPubMedCentralGoogle Scholar
  66. Hartley AA, Jonides J, Sylvester CY (2011) Dual-task processing in younger and older adults: similarities and differences revealed by fMRI. Brain Cogn 75:281–291CrossRefPubMedGoogle Scholar
  67. Hartstra E, Kühn S, Verguts T, Brass M (2011) The implementation of verbal instructions: an fMRI study. Hum Brain Mapp 32:1811–1824CrossRefPubMedGoogle Scholar
  68. Hartstra E, Waszak F, Brass M (2012) The implementation of verbal instructions: dissociating motor preparation from the formation of stimulus–response associations. Neuroimage 63:1143–1153CrossRefPubMedGoogle Scholar
  69. Hartwigsen G, Siebner HR (2015) Joint contribution of left dorsal premotor cortex and supramarginal gyrus to rapid action reprogramming. Brain Stimul 8:945–952CrossRefPubMedGoogle Scholar
  70. Hedden T, Gabrieli JD (2010) Shared and selective neural correlates of inhibition, facilitation, and shifting processes during executive control. Neuroimage 51:421–431CrossRefPubMedPubMedCentralGoogle Scholar
  71. Hein G, Schubert T (2004) Aging and input processing in dual-task situations. Psychol Aging 19:416–432CrossRefPubMedGoogle Scholar
  72. Herath P, Klingberg T, Young J, Amunts K, Roland P (2001) Neural correlates of dual task interference can be dissociated from those of divided attention: an fMRI study. Cereb Cortex 11:796–805CrossRefPubMedGoogle Scholar
  73. Hesselmann G, Flandin G, Dehaene S (2011) Probing the cortical network underlying the psychological refractory period: a combined EEG-fMRI study. Neuroimage 56:1608–1621CrossRefPubMedGoogle Scholar
  74. Higo T, Mars RB, Boorman ED, Buch ER, Rushworth MF (2011) Distributed and causal influence of frontal operculum in task control. Proc Natl Acad Sci USA 108:4230–4235CrossRefPubMedGoogle Scholar
  75. Hirsch P, Nolden S, Koch I (2017) Higher-order cognitive control in dual tasks: evidence from task-pair switching. J Exp Psychol Hum Percept Perform 43(3):569–580CrossRefPubMedGoogle Scholar
  76. Hirsch P, Nolden S, Declerck M, Koch I (2018) Common cognitive control processes underlying performance in task-switching and dual-task contexts. Adv Cogn Psychol 14:62–74CrossRefGoogle Scholar
  77. Hoffstaedter F, Grefkes C, Caspers S, Roski C, Palomero-Gallagher N, Laird AR, Fox PT, Eickhoff SB (2014) The role of anterior midcingulate cortex in cognitive motor control: evidence from functional connectivity analyses. Hum Brain Mapp 35:2741–2753CrossRefPubMedGoogle Scholar
  78. Hoshi E, Tanji J (2000) Integration of target and body-part information in the premotor cortex when planning action. Nature 408:466–470CrossRefPubMedGoogle Scholar
  79. Houtkamp R, Braun J (2010) Cortical response to task-relevant stimuli presented outside the primary focus of attention. J Cogn Neurosci 22:1980–1992CrossRefPubMedGoogle Scholar
  80. Hyafil A, Summerfield C, Koechlin E (2009) Two mechanisms for task switching in the prefrontal cortex. J Neurosci 29:5135–5142CrossRefPubMedPubMedCentralGoogle Scholar
  81. Isoda M, Hikosaka O (2007) Switching from automatic to controlled action by monkey medial frontal cortex. Nat Neurosci 10:240–248CrossRefPubMedGoogle Scholar
  82. Jamadar S, Hughes M, Fulham WR, Michie PT, Karayanidis F (2010a) The spatial and temporal dynamics of anticipatory preparation and response inhibition in task-switching. Neuroimage 51:432–449CrossRefPubMedGoogle Scholar
  83. Jamadar S, Michie P, Karayanidis F (2010b) Compensatory mechanisms underlie intact task-switching performance in schizophrenia. Neuropsychologia 48:1305–1323CrossRefPubMedGoogle Scholar
  84. Jiang Y (2004) Resolving dual-task interference: an fMRI study. Neuroimage 22:748–754CrossRefPubMedGoogle Scholar
  85. Jiang Y, Saxe R, Kanwisher N (2004) Functional magnetic resonance imaging provides new constraints on theories of the psychological refractory period. Psychol Sci 15:390–396CrossRefPubMedGoogle Scholar
  86. Jost K, De Baene W, Koch I, Brass M (2013) A review of the role of cue processing in task switching. J Psychol 221:5–14Google Scholar
  87. Kahneman D (1973) Attention and effort. Prentice Hall, New YorkGoogle Scholar
  88. Karayanidis F, Coltheart M, Michie PT, Murphy K (2003) Electrophysiological correlates of anticipatory and poststimulus components of task switching. Psychophysiology 40:329–348CrossRefPubMedGoogle Scholar
  89. Kieffaber PD, Hetrick WP (2005) Event-related potential correlates of task switching and switch costs. Psychophysiology 42:56–71CrossRefPubMedGoogle Scholar
  90. Kiesel A, Steinhauser M, Wendt M, Falkenstein M, Jost K, Philipp AM, Koch I (2010) Control and interference in task switching-a review. Psychol Bull 136:849–874CrossRefPubMedGoogle Scholar
  91. Kim C, Cilles SE, Johnson NF, Gold BT (2012) Domain general and domain preferential brain regions associated with different types of task switching: a meta-analysis. Hum Brain Mapp 33:130–142CrossRefPubMedGoogle Scholar
  92. Kimberg DY, Aguirre GK, D’Esposito M (2000) Modulation of task-related neural activity in task-switching: an fMRI study. Brain Res Cogn Brain Res 10:189–196CrossRefPubMedGoogle Scholar
  93. Kliegl R, Mayr U, Krampe RT (1994) Time–accuracy functions for determining process and person differences: an application to cognitive aging. Cogn Psychol 26:134–164CrossRefPubMedGoogle Scholar
  94. Koch I, Allport A (2006) Cue-based preparation and stimulus-based priming of tasks in task switching. Mem Cogn 34:433–444CrossRefGoogle Scholar
  95. Koch I, Gade M, Schuch S, Philipp AM (2010) The role of inhibition in task switching: a review. Psychon Bull Rev 17:1–14CrossRefPubMedGoogle Scholar
  96. Koch I, Poljac E, Müller H, Kiesel A (2018) Cognitive structure, flexibility, and plasticity in human multitasking: an integrative review of dual-task and task-switching research. Psychol Bull 144:557–583CrossRefPubMedGoogle Scholar
  97. Koechlin E, Jubault T (2006) Broca’s area and the hierarchical organization of human behavior. Neuron 50:963–974CrossRefPubMedGoogle Scholar
  98. Koechlin E, Basso G, Pietrini P, Panzer S, Grafman J (1999) The role of the anterior prefrontal cortex in human cognition. Nature 399:148–151CrossRefPubMedGoogle Scholar
  99. Kouneiher F, Charron S, Koechlin E (2009) Motivation and cognitive control in the human prefrontal cortex. Nat Neurosci 12:939–945CrossRefPubMedGoogle Scholar
  100. Kübler S, Reimer CB, Strobach T, Schubert T (2017) The impact of free-order and sequential-order instructions on task-order regulation in dual tasks. Psychol Res 82(1):40–53CrossRefPubMedGoogle Scholar
  101. Kurth F, Zilles K, Fox PT, Laird AR, Eickhoff SB (2010) A link between the systems: functional differentiation and integration within the human insula revealed by meta-analysis. Brain Struct Funct 5–6:519–534CrossRefGoogle Scholar
  102. Lancaster JL, Tordesillas-Gutierrez D, Martinez M, Salinas F, Evans A, Zilles K, Mazziotta JC, Fox PT (2007) Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Hum Brain Mapp 28:1194–1205CrossRefPubMedGoogle Scholar
  103. Langner R, Eickhoff SB (2013) Sustaining attention to simple tasks: a meta-analytic review of the neural mechanisms of vigilant attention. Psychol Bull 139:870–900CrossRefPubMedGoogle Scholar
  104. Langner R, Kellermann T, Boers F, Sturm W, Willmes K, Eickhoff SB (2011) Modality-specific perceptual expectations selectively modulate baseline activity in auditory, somatosensory, and visual cortices. Cereb Cortex 21:2850–2862CrossRefPubMedGoogle Scholar
  105. Langner R, Kellermann T, Eickhoff SB, Boers F, Chatterjee A, Willmes K, Sturm W (2012) Staying responsive to the world: modality-specific and -nonspecific contributions to speeded auditory, tactile, and visual stimulus detection. Hum Brain Mapp 33:398–418CrossRefGoogle Scholar
  106. Langner R, Cieslik EC, Behrwind SD, Roski C, Caspers S, Amunts K, Eickhoff SB (2015) Aging and response conflict solution: behavioural and functional connectivity changes. Brain Struct Funct 220:1739–1757CrossRefPubMedGoogle Scholar
  107. Langner R, Leiberg S, Hoffstaedter F, Eickhoff SB (2018) Towards a human self-regulation system: common and distinct neural signatures of emotional and behavioural control. Neurosci Biobehav Rev 90:400–410CrossRefPubMedPubMedCentralGoogle Scholar
  108. Liston C, Matalon S, Hare TA, Davidson MC, Casey BJ (2006) Anterior cingulate and posterior parietal cortices are sensitive to dissociable forms of conflict in a task-switching paradigm. Neuron 50:643–653CrossRefPubMedGoogle Scholar
  109. Logan GD, Bundesen C (2003) Clever homunculus: is there an endogenous act of control in the explicit task-cuing procedure? J Exp Psychol Hum Percept Perform 29:575–599CrossRefPubMedGoogle Scholar
  110. Logan GD, Gordon RD (2001) Executive control of visual attention in dual-task situations. Psychol Rev 108:393–434CrossRefPubMedGoogle Scholar
  111. Luks TL, Simpson GV, Feiwell RJ, Miller WL (2002) Evidence for anterior cingulate cortex involvement in monitoring preparatory attentional set. Neuroimage 17:792–802CrossRefPubMedGoogle Scholar
  112. Luria R, Meiran N (2003) Online order control in the psychological refractory period paradigm. J Exp Psychol Hum Percept Perform 29:556–574CrossRefPubMedGoogle Scholar
  113. Madden DJ, Costello MC, Dennis NA, Davis SW, Shepler AM, Spaniol J, Bucur B, Cabeza R (2010) Adult age differences in functional connectivity during executive control. Neuroimage 52:643–657CrossRefPubMedPubMedCentralGoogle Scholar
  114. Marois R, Ivanoff J (2005) Capacity limits of information processing in the brain. Trends Cogn Sci 9:296–305CrossRefGoogle Scholar
  115. Marois R, Larson JM, Chun MM, Shima D (2005) Response-specific sources of dual-task interference in human premotor cortex. Psychol Res 11:1–12Google Scholar
  116. Matelli M, Camarda R, Glickstein M, Rizzolatti G (1986) Afferent and efferent projections of the inferior area 6 in the macaque monkey. J Comp Neurol 251:281–298CrossRefPubMedGoogle Scholar
  117. Mayr U, Kliegl R (1993) Sequential and coordinative complexity: age-based processing limitations in figural transformations. J Exp Psychol Learn Mem Cogn 19:1297–1320CrossRefPubMedGoogle Scholar
  118. Mayr U, Kliegl R, Krampe R (1996) Sequential and coordinative processing dynamics in figural transformation across the life span. Cognition 59:61–90CrossRefPubMedGoogle Scholar
  119. Meiran N (2000) Modeling cognitive control in task-switching. Psychol Res 63:234–249CrossRefPubMedGoogle Scholar
  120. Meiran N, Chorev Z, Sapir A (2000) Component processes in task switching. Cogn Psychol 41:211–253CrossRefPubMedGoogle Scholar
  121. Meyer DE, Kieras DE (1997a) A computational theory of executive cognitive processes and multiple-task performance: I. Basic mechanisms. Psychol Rev 104:3–65CrossRefPubMedGoogle Scholar
  122. Meyer DE, Kieras DE (1997b) A computational theory of executive cognitive processes and multiple-task performance: 2. Accounts of the psychological refractory-period phenomena. Psychol Rev 104:749–791CrossRefGoogle Scholar
  123. Miller EK, Cohen JD (2001) An integrative theory of prefrontal cortex function. Annu Rev Neurosci 24:167–202CrossRefPubMedGoogle Scholar
  124. Mochizuki H, Tashiro M, Gyoba J, Suzuki M, Okamura N, Itoh M, Yanai K (2007) Brain activity associated with dual-task management differs depending on the combinations of response modalities. Brain Res 1172:82–92CrossRefPubMedGoogle Scholar
  125. Monsell S (2003) Task switching. Trends Cogn Sci 7:134–140CrossRefPubMedGoogle Scholar
  126. Mostofsky SH, Simmonds DJ (2008) Response inhibition and response selection: two sides of the same coin. J Cogn Neurosci 20:751–761CrossRefPubMedGoogle Scholar
  127. Murata A, Gallese V, Luppino G, Kaseda M, Sakata H (2000) Selectivity for the shape, size, and orientation of objects for grasping in neurons of monkey parietal area AIP. J Neurophysiol 83:2580–2601CrossRefPubMedGoogle Scholar
  128. Nachev P, Kennard C, Husain M (2008) Functional role of the supplementary and pre-supplementary motor areas. Nat Rev Neurosci 9:856–869CrossRefGoogle Scholar
  129. Nakayama Y, Yamagata T, Tanji J, Hoshi E (2008) Transformation of a virtual action plan into a motor plan in the premotor cortex. J Neurosci 8:10287–10297CrossRefGoogle Scholar
  130. Navon D, Miller J (2002) Queuing or sharing? A critical evaluation of the single-bottleneck notion. Cogn Psychol 44:193–251CrossRefPubMedGoogle Scholar
  131. Nee DE, Kastner S, Brown JW (2011) Functional heterogeneity of conflict, error, task-switching, and unexpectedness effects within medial prefrontal cortex. Neuroimage 54:528–540CrossRefPubMedGoogle Scholar
  132. Nelson JK, Reuter-Lorenz PA, Persson J, Sylvester CY, Jonides J (2009) Mapping interference resolution across task domains: a shared control process in left inferior frontal gyrus. Brain Res 1256:92–100CrossRefPubMedGoogle Scholar
  133. Nichols T, Brett M, Andersson J, Wager T, Poline JB (2005) Valid inference with the minimum statistic. Neuroimage 25:653–660CrossRefPubMedGoogle Scholar
  134. Nicholson R, Karayanidis F, Poboka D, Heathcote A, Michie PT (2005) Electrophysiological correlates of anticipatory task-switching processes. Psychophysiology 42:540–554PubMedGoogle Scholar
  135. Pashler H (1994) Dual-task interference in simple tasks: data and theory. Psychol Bull 116:220–244CrossRefPubMedGoogle Scholar
  136. Pashler H (2000) Task switching and multitask performance. In: Monsell S, Driver J (eds) Attention and performance XVIII: control of mental processes. MIT Press, Cambridge, pp 277–307Google Scholar
  137. Pastor-Bernier A, Tremblay E, Cisek P (2012) Dorsal premotor cortex is involved in switching motor plans. Front Neuroeng 5:1–15CrossRefGoogle Scholar
  138. Paus T (1996) Location and function of the human frontal eyefield: a selective review. Neuropsychologia 34:475–483CrossRefPubMedGoogle Scholar
  139. Paus T (2001) Primate anterior cingulate cortex: where motor control, drive and cognition interface. Nat Rev Neurosci 2:417–424CrossRefGoogle Scholar
  140. Petrides M (1997) Visuo-motor conditional associative learning after frontal and temporal lesions in the human brain. Neuropsychologia 7:989–997CrossRefGoogle Scholar
  141. Philipp AM, Weidner R, Koch I, Fink G (2013) Differential roles of inferior frontal and inferior parietal cortex in task switching: evidence from stimulus-categorization switching and response-modality switching. Hum Brain Mapp 34:1919–1920CrossRefGoogle Scholar
  142. Piguet C, Sterpenich V, Desseilles M, Cojan Y, Bertschy G, Vuilleumier P (2013) Neural substrates of cognitive switching and inhibition in a face processing task. Neuroimage 82:489–499CrossRefPubMedGoogle Scholar
  143. Poulsen C, Luu P, Davey C, Tucker DM (2005) Dynamics of task sets: evidence from dense-array event-related potentials. Brain Res Cogn Brain Res 24:133–154CrossRefPubMedGoogle Scholar
  144. Ptak R (2011) The frontoparietal attention network of the human brain: action, saliency, and a priority map of the environment. Neuroscientist 18:502–515CrossRefPubMedGoogle Scholar
  145. Ravizza SM, Carter CS (2008) Shifting set about task switching: behavioral and neural evidence for distinct forms of cognitive flexibility. Neuropsychologia 46:2924–2935CrossRefPubMedPubMedCentralGoogle Scholar
  146. Rizzolatti G, Luppino G (2001) The cortical motor system. Neuron 31:889–901CrossRefPubMedGoogle Scholar
  147. Rizzolatti G, Luppino G, Matelli M (1998) The organization of the cortical motor system: new concepts. Electroencephalogr Clin Neurophysiol 106:283–296CrossRefPubMedGoogle Scholar
  148. Rodehacke S, Mennigen E, Müller KU, Ripke S, Jacob MJ, Hübner T, Schmidt DH, Goschke T, Smolka MN (2014) Interindividual differences in mid-adolescents in error monitoring and post-error adjustment. PLoS One 9:e88957CrossRefPubMedPubMedCentralGoogle Scholar
  149. Rogers RD, Monsell S (1995) The costs of a predictable switch between simple cognitive tasks. J Exp Psychol Gen 124:207–231CrossRefGoogle Scholar
  150. Rottschy C, Langner R, Dogan I, Reetz K, Laird AR, Schulz JB, Fox PT, Eickhoff SB (2012) Modelling neural correlates of working memory: a coordinate-based meta-analysis. Neuroimage 60:830–846CrossRefPubMedGoogle Scholar
  151. Rubinstein J, Meyer DE, Evans JE (2001) Executive control of cognitive processes in task switching. J Exp Psychol Hum Percept Perform 27:763–797CrossRefPubMedGoogle Scholar
  152. Ruge H, Brass M, Koch I, Rubin O, Meiran N, von Cramon DY (2005) Advance preparation and stimulus-induced interference in cued task switching: further insights from BOLD fMRI. Neuropsychologia 43:340–355CrossRefPubMedGoogle Scholar
  153. Ruge H, Braver T, Meiran N (2009) Attention, intention, and strategy in preparatory control. Neuropsychologia 47:1670–1685CrossRefPubMedPubMedCentralGoogle Scholar
  154. Ruge H, Müller SC, Braver TS (2010) Anticipating the consequences of action: an fMRI study of intention-based task preparation. Psychophysiology 47:1019–1027PubMedPubMedCentralGoogle Scholar
  155. Ruge H, Jamadar S, Zimmermann U, Karayanidis F (2013) The many faces of preparatory control in task switching: reviewing a decade of fMRI research. Hum Brain Mapp 34:12–35CrossRefPubMedGoogle Scholar
  156. Rushworth MF, Taylor PC (2006) TMS in the parietal cortex: updating representations for attention and action. Neuropsychologia 44:2700–2716CrossRefPubMedGoogle Scholar
  157. Rushworth MF, Paus T, Sipila PK (2001) Attention systems and the organization of the human parietal cortex. J Neurosci 15:5262–5271CrossRefGoogle Scholar
  158. Rushworth MF, Hadland KA, Paus T, Sipila PK (2002) Role of the human medial frontal cortex in task switching: a combined fMRI and TMS study. J Neurophysiol 87:2577–2592CrossRefPubMedGoogle Scholar
  159. Rushworth MF, Johansen-Berg H, Göbel SM, Devlin JT (2003) The left parietal and premotor cortices: motor attention and selection. Neuroimage 20(Suppl 1):89–100CrossRefGoogle Scholar
  160. Sadato N, Yonekura Y, Waki A, Yamada H, Ishii Y (1997) Role of the supplementary motor area and the right premotor cortex in the coordination of bimanual finger movements. J Neurosci 17:9667–9674CrossRefPubMedGoogle Scholar
  161. Savine AC, Braver TS (2010) Motivated cognitive control: reward incentives modulate preparatory neural activity during task-switching. J Neurosci 30:10294–10305CrossRefPubMedPubMedCentralGoogle Scholar
  162. Scheperjans F, Eickhoff SB, Homke L, Mohlberg H, Hermann K, Amunts K, Zilles K (2008a) Probabilistic maps, morphometry, and variability of cytoarchitectonic areas in the human superior parietal cortex. Cereb Cortex 18:2141–2157CrossRefPubMedPubMedCentralGoogle Scholar
  163. Scheperjans F, Hermann K, Eickhoff SB, Amunts K, Schleicher A, Zilles K (2008b) Observer-independent cytoarchitectonic mapping of the human superior parietal cortex. Cereb Cortex 18:846–867CrossRefPubMedGoogle Scholar
  164. Schubert T (1999) Processing differences between simple and choice reactions affect bottleneck localization in overlapping tasks. J Exp Psychol Hum Percept Perform 25:408–425CrossRefGoogle Scholar
  165. Schubert T, Szameitat AJ (2003) Functional neuroanatomy of interference in overlapping dual tasks: an fMRI study. Brain Res Cogn Brain Res 17:733–746CrossRefPubMedGoogle Scholar
  166. Schubotz RI, von Cramon DY (2003) Functional–anatomical concepts of human premotor cortex: evidence from fMRI and PET studies. Neuroimage 20:120–131CrossRefGoogle Scholar
  167. Schuch S, Koch I (2003) The role of response selection for inhibition of task sets in task shifting. J Exp Psychol Hum Percept Perform 29:92–105CrossRefPubMedGoogle Scholar
  168. Schumacher EH, Elston PA, D’Esposito M (2003) Neural evidence for representation-specific response selection. J Cogn Neurosci 15:1111–1121CrossRefPubMedGoogle Scholar
  169. Shi Y, Zhou X, Müller HJ, Schubert T (2010) The neural implementation of task rule activation in the task-cuing paradigm: an event-related fMRI study. Neuroimage 51:1253–1264CrossRefPubMedGoogle Scholar
  170. Shomstein S, Yantis S (2004) Control of attention shifts between vision and audition in human cortex. J Neurosci 24:10702–10706CrossRefPubMedGoogle Scholar
  171. Shulman GL, Astafiev SV, Franke D, Pope DL, Snyder AZ, McAvoy MP, Corbetta M (2009) Interaction of stimulus-driven reorienting and expectation in ventral and dorsal frontoparietal and basal ganglia cortical networks. J Neurosci 29:4392–4407CrossRefPubMedPubMedCentralGoogle Scholar
  172. Sigman M, Dehaene S (2006) Dynamics of the central bottleneck: dual-task and task uncertainty. PLoS Biol 4:e220CrossRefPubMedPubMedCentralGoogle Scholar
  173. Sigman M, Dehaene S (2008) Brain mechanisms of serial and parallel processing during dual-task performance. J Neurosci 28:7585–7598CrossRefPubMedPubMedCentralGoogle Scholar
  174. Smith AB, Taylor E, Brammer M, Rubia K (2004) Neural correlates of switching set as measured in fast, event-related functional magnetic resonance imaging. Hum Brain Mapp 21:247–256CrossRefPubMedGoogle Scholar
  175. Sohn MH, Ursu S, Anderson JR, Stenger VA, Carter CS (2000) The role of prefrontal cortex and posterior parietal cortex in task switching. Proc Natl Acad Sci USA 97:13448–13453CrossRefPubMedGoogle Scholar
  176. Soutschek A, Taylor PC, Müller HJ, Schubert T (2013) Dissociable networks control conflict during perception and response selection: a transcranial magnetic stimulation Study. J Neurosci 33:5647–5654CrossRefPubMedGoogle Scholar
  177. Stark A, Zohary E (2008) Parietal mapping of visuomotor transformations during human tool grasping. Cereb Cortex 18:2358–2368CrossRefPubMedGoogle Scholar
  178. Stelzel C, Schumacher EH, Schubert T, D’Esposito M (2006) The neural effect of stimulus–response modality compatibility on dual-task performance: an fMRI study. Psychol Res 70:514–525CrossRefPubMedGoogle Scholar
  179. Stelzel C, Kraft A, Brandt SA, Schubert T (2008) Dissociable neural effects of task order control and task set maintenance during dual-task performance. J Cogn Neurosci 20:613–628CrossRefPubMedGoogle Scholar
  180. Stevens MC, Kiehl KA, Pearlson G, Calhoun VD (2007) Functional neural circuits for mental timekeeping. Hum Brain Mapp 28:394–408CrossRefPubMedGoogle Scholar
  181. Stuss DT, Alexander MP, Shallice T, Picton TW, Binns MA, Macdonald R, Borowiec A, Katz DI (2005) Multiple frontal systems controlling response speed. Neuropsychologia 43:396–417CrossRefPubMedGoogle Scholar
  182. Swick D, Ashley V, Turken AU (2008) Left inferior frontal gyrus is critical for response inhibition. BMC Neurosci 9:102CrossRefPubMedPubMedCentralGoogle Scholar
  183. Szameitat AJ, Schubert T, Müller K, Von Cramon DY (2002) Localization of executive functions in dual-task performance with fMRI. J Cogn Neurosci 14:1184–1199CrossRefPubMedGoogle Scholar
  184. Szameitat AJ, Lepsien J, von Cramon DY, Sterr A, Schubert T (2006) Task-order coordination in dual-task performance and the lateral prefrontal cortex: an event-related fMRI study. Psychol Res 70:541–552CrossRefPubMedGoogle Scholar
  185. Tombu M, Jolicoeur P (2003) A central capacity sharing model of dual-task performance. J Exp Psychol Hum Percept Perform 29:3–18CrossRefPubMedGoogle Scholar
  186. Tombu MN, Asplund CL, Dux PE, Godwin D, Martin JW, Marois R (2011) A Unified attentional bottleneck in the human brain. Proc Natl Acad Sci USA 108:13426–13431CrossRefPubMedGoogle Scholar
  187. Tosoni A, Shulman GL, Pope AL, McAvoy MP, Corbetta M (2012) Distinct representations for shifts of spatial attention and changes of reward contingencies in the human brain. Cortex 49:1733–1749CrossRefPubMedPubMedCentralGoogle Scholar
  188. Turkeltaub PE, Eden GF, Jones KM, Zeffiro TA (2002) Meta-analysis of the functional neuroanatomy of single-word reading: method and validation. Neuroimage 16:765–780CrossRefPubMedGoogle Scholar
  189. Turkeltaub PE, Eickhoff SB, Laird AR, Fox M, Wiener M, Fox P (2012) Minimizing within-experiment and within-group effects in activation likelihood estimation meta-analyses. Hum Brain Mapp 33:1–13CrossRefPubMedGoogle Scholar
  190. Ullsperger M, Danielmeier C, Jocham G (2014) Neurophysiology of performance monitoring and adaptive behavior. Physiol Rev 94:35–79CrossRefPubMedGoogle Scholar
  191. Vandenberghe R, Gillebert CR (2009) Parcellation of parietal cortex: convergence between lesion-symptom mapping and mapping of the intact functioning brain. Behav Brain Res 199:171–182CrossRefPubMedGoogle Scholar
  192. Verbruggen F, Aron AR, Stevens MA, Chambers CD (2010) Theta burst stimulation dissociates attention and action updating in human inferior frontal cortex. Proc Natl Acad Sci USA 107:13966–13971CrossRefPubMedGoogle Scholar
  193. Verhaeghen P, Steitz DW, Sliwinski MJ, Cerella J (2003) Aging and dual-task performance: a meta-analysis. Psychol Aging 18:443–460CrossRefPubMedGoogle Scholar
  194. Vetter P, Butterworth B, Bahrami B (2011) A candidate for the attentional bottleneck: set-size specific modulation of the right TPJ during attentive enumeration. J Cogn Neurosci 23:728–736CrossRefPubMedGoogle Scholar
  195. Wager TD, Jonides J, Reading S (2004) Neuroimaging studies of shifting attention: a meta-analysis. Neuroimage 22:1679–1693CrossRefPubMedGoogle Scholar
  196. Wager TD, Jonides J, Smith EE, Nichols TE (2005) Toward a taxonomy of attention shifting: individual differences in fMRI during multiple shift types. Cogn Affect Behav Neurosci 5:127–143CrossRefPubMedGoogle Scholar
  197. Wasylyshyn C, Verhaeghen P, Sliwinski MJ (2011) Aging and task switching: a meta-analysis. Psychol Aging 26:15–20CrossRefPubMedPubMedCentralGoogle Scholar
  198. Welford A (1952) The ‘psychological refractory period’ and the timing of high-speed performance: a review and a theory. Br J Psychol 43:2–9Google Scholar
  199. Wilkinson DT, Halligan PW, Marshall JC, Büchel C, Dolan RJ (2001) Switching between the forest and the trees: brain systems involved in local/global changed-level judgments. Neuroimage 13:56–67CrossRefPubMedGoogle Scholar
  200. Witt ST, Stevens MC (2012) Overcoming residual interference in mental set switching: neural correlates and developmental trajectory. Neuroimage 62:2055–2064CrossRefPubMedPubMedCentralGoogle Scholar
  201. Witt ST, Stevens MC (2013) fMRI task parameters influence hemodynamic activity in regions implicated in mental set switching. Neuroimage 65:139–151CrossRefPubMedGoogle Scholar
  202. Woodcock KA, Humphreys GW, Oliver C, Hansen PC (2010) Neural correlates of task switching in paternal 15q11-q13 deletion Prader–Willi syndrome. Brain Res 1363:128–142CrossRefPubMedGoogle Scholar
  203. Wylie G, Allport A (2000) Task switching and the measurement of “switch costs”. Psychol Res 63:212–233CrossRefPubMedGoogle Scholar
  204. Wylie GR, Javitt DC, Foxe JJ (2006) Jumping the gun: is effective preparation contingent upon anticipatory activation in task-relevant neural circuitry? Cereb Cortex 16:394–404CrossRefPubMedGoogle Scholar
  205. Yantis S, Schwarzbach J, Serences JT, Carlson RL, Steinmetz MA, Pekar JJ, Courtney SM (2002) Transient neural activity in human parietal cortex during spatial attention shifts. Nat Neurosci 5:995–1002CrossRefPubMedGoogle Scholar
  206. Yeung N, Nystrom LE, Aronson JA, Cohen JD (2006) Between-task competition and cognitive control in task switching. J Neurosci 26:1429–1438CrossRefPubMedPubMedCentralGoogle Scholar
  207. Yoshida W, Funakoshi H, Ishii S (2010) Hierarchical rule switching in prefrontal cortex. Neuroimage 50:314–322CrossRefPubMedGoogle Scholar
  208. zu Eulenburg P, Caspers S, Roski C, Eickhoff SB (2012) Meta-analytical definition and functional connectivity of the human vestibular cortex. Neuroimage 60:162–169CrossRefPubMedGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  • Britta Worringer
    • 1
    • 2
    Email author
  • Robert Langner
    • 3
    • 4
    Email author
  • Iring Koch
    • 5
  • Simon B. Eickhoff
    • 3
    • 4
  • Claudia R. Eickhoff
    • 4
    • 6
  • Ferdinand C. Binkofski
    • 1
    • 7
    • 8
  1. 1.Clinical and Cognitive Neurosciences, Department of NeurologyRWTH Aachen University HospitalAachenGermany
  2. 2.Institute of Occupational, Social and Environmental Medicine, Center for Health and Society, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
  3. 3.Institute of Systems Neuroscience, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
  4. 4.Institute of Neuroscience and Medicine (INM-7)Research Centre JülichJülichGermany
  5. 5.Institute of PsychologyRWTH Aachen UniversityAachenGermany
  6. 6.Department of Psychiatry, Psychotherapy and PsychosomaticsRWTH Aachen University HospitalAachenGermany
  7. 7.Institute for Neuroscience and Medicine (INM-4)Research Center JülichJülichGermany
  8. 8.Jülich Aachen Research Alliance JARA-BRAINAachenGermany

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