Common and unique neural networks for proactive and reactive response inhibition revealed by independent component analysis of functional MRI data
Abstract
Response inhibition involves proactive and reactive modes. Proactive inhibition is goal-directed, triggered by warning cues, and serves to restrain actions. Reactive inhibition is stimulus-driven, triggered by salient stop-signals, and used to stop actions completely. Functional MRI studies have identified brain regions that activate during proactive and reactive inhibition. It remains unclear how these brain regions operate in functional networks, and whether proactive and reactive inhibition depend on common networks, unique networks, or a combination. To address this we analyzed a large fMRI dataset (N=65) of a stop-signal task designed to measure proactive and reactive inhibition, using independent component analysis (ICA). We found 1) three frontal networks that were associated with both proactive and reactive inhibition, 2) one network in the superior parietal lobe, which also included dorsal premotor cortex and left putamen, that was specifically associated with proactive inhibition, and 3) two right-lateralized frontal and fronto-parietal networks, including the right inferior frontal gyrus and temporoparietal junction as well as a bilateral fronto-temporal network that were uniquely associated with reactive inhibition. Overlap between networks was observed in dorsolateral prefrontal and parietal cortices. Taken together, we offer a new perspective on the neural underpinnings of inhibitory control, by showing that proactive inhibition and reactive inhibition are supported by a group of common and unique networks that appear to integrate and interact in frontoparietal areas.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Effective integration of cognitive control processes relies not only on functional recruitment of implicated brain regions but also on the strength of connectivity among them.
“The effective integration of these processes relies not only on the functional recruitment of implicated brain regions, but also on the strength of connectivity among them (Hwang et al., 2010, van Belle et al., 2014).”
From The dual systems model: Review, reappraisal, and reaffirmation (2016) · cites this paper as van Belle et al., 2014
The use of data generated from stop signal tasks to assess action cancellation drew more on proactive than reactive control for inhibiting inappropriate responses.
“Third, the use of the data generated from stop signal tasks to assess action cancellation drew more on proactive than reactive control for inhibiting inappropriate responses (Aron 2011; Vink et al. 2014; Van Belle et al. 2014; Vink et al. 2015).”
From Large-scale functional neural network correlates of response inhibition: an fMRI meta-analysis (2017) · cites this paper as Van Belle et al. 2014
Specific neural correlates for each subcategory of response inhibition may help identify phenotypes for mental disorders such as schizophrenia and ADHD.
“Moreover, specific neural correlates for each subcategory of response inhibition may also help us to identify phenotypes for mental disorders (Van Belle et al. 2014), such as schizophrenia and ADHD.”
From Large-scale functional neural network correlates of response inhibition: an fMRI meta-analysis (2017) · cites this paper as Van Belle et al. 2014
Cites
Control of goal-directed and stimulus-driven attention in the brain
Corbetta, M., & Shulman, G. L. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn755 · Cited by 12,881 · see citing works
An Information-Maximization Approach to Blind Separation and Blind Deconvolution
Bell, A. J., & Sejnowski, T. J. (1995) · Neural Computation · doi:10.1162/neco.1995.7.6.1129 · Cited by 8,986 · see citing works
Ashburner, J., & Friston, K. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.018 · Cited by 7,507 · see citing works
Separate visual pathways for perception and action
Goodale, M. A., & Milner, A. D. (1992) · Trends in Neurosciences · doi:10.1016/0166-2236(92)90344-8 · Cited by 6,519 · see citing works
Thresholding of statistical maps in functional neuroimaging using the false discovery rate
Genovese, C. R., Lazar, N. A., & Nichols, T. (2002) · NeuroImage · doi:10.1006/nimg.2001.1037 · Cited by 4,923 · see citing works
The reorienting system of the human brain: from environment to theory of mind
Corbetta, M., Patel, G., & Shulman, G. L. (2008) · Neuron · doi:10.1016/j.neuron.2008.04.017 · Cited by 3,889 · see citing works
A method for making group inferences from functional MRI data using independent component analysis
Calhoun, V. D., Adali, T., Pearlson, G. D., & Pekar, J. J. (2001) · Human Brain Mapping · doi:10.1002/hbm.1048 · Cited by 2,994 · see citing works
On the ability to inhibit thought and action: a theory of an act of control
Logan, G. D., & Cowan, W. B. (1984) · Psychological Review · doi:10.1037/0033-295x.91.3.295 · Cited by 2,590 · see citing works
Inhibition and impulsivity: behavioral and neural basis of response control
Bari, A., & Robbins, T. W. (2013) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2013.06.005 · Cited by 1,921 · see citing works
Stop-signal inhibition disrupted by damage to right inferior frontal gyrus in humans
Aron, A. R., Fletcher, P. C., Bullmore, E. T., Sahakian, B. J., & Robbins, T. W. (2003) · Nature Neuroscience · doi:10.1038/nn1003 · Cited by 1,771 · see citing works
Aron, A. R., & Poldrack, R. A. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.4682-05.2006 · Cited by 1,630 · see citing works
The Representation of Object Concepts in the Brain
Martin, A. D. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.57.102904.190143 · Cited by 1,576 · see citing works
On the ability to inhibit simple and choice reaction time responses: A model and a method.
Logan, G. D., Cowan, W. B., & Davis, K. A. (1984) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.10.2.276 · Cited by 1,542 · see citing works
On the ability to inhibit simple and choice reaction time responses: A model and a method.
Logan, G. D., Cowan, W. B., & Davis, K. A. (1984) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.10.2.276 · Cited by 1,537 · see citing works
(2008) · doi:10.1093/acprof:oso/9780195168648.001.0001 · Cited by 1,520 · see citing works
Response inhibition in the stop-signal paradigm
Verbruggen, F., & Logan, G. D. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.07.005 · Cited by 1,373 · see citing works
Rizzolatti, G., & Luppino, G. (2001) · Neuron · doi:10.1016/s0896-6273(01)00423-8 · Cited by 1,356 · see citing works
Intentional Maps in Posterior Parietal Cortex
Andersen, R. A., & Buneo, C. A. (2002) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.25.112701.142922 · Cited by 1,294 · cited 1× · see citing works
“…inhibitory control literature, the SPL and PMd have been implicated in top-down attentional control (Corbetta and Shulman, 2002), processing of visual information for real-time action control (Goodale and Milner, 1992; Rizzolatti and Matelli, 2003), and action intention (Andersen and Buneo, 2002).”
A Baseline for the Multivariate Comparison of Resting-State Networks
Allen, E. A., Erhardt, E. B., Damaraju, E., Gruner, W. E., Segall, J. M., Silva, R. F., Havlíček, M., Rachakonda, S., Fries, J. F., Kalyanam, R., et al. (2011) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2011.00002 · Cited by 1,286 · see citing works
Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects
Chao, L. L., Haxby, J. V., & Martin, A. D. (1999) · Nature Neuroscience · doi:10.1038/13217 · Cited by 1,246 · see citing works
Validating the independent components of neuroimaging time series via clustering and visualization
Himberg, J., Hyvärinen, A., & Esposito, F. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.03.027 · Cited by 1,246 · see citing works
Aron, A. R. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.07.024 · Cited by 1,236 · see citing works
Construction of a 3D probabilistic atlas of human cortical structures
Shattuck, D. W., Mirza, M., Adisetiyo, V., Hojatkashani, C., Salamon, G., Narr, K. L., Poldrack, R. A., Bilder, R. M., & Toga, A. W. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.09.031 · Cited by 1,208 · see citing works
A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data
Calhoun, V. D., Liu, J., & Adalı, T. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.10.057 · Cited by 1,148 · see citing works
Two different streams form the dorsal visual system: anatomy and functions
Rizzolatti, G., & Matelli, M. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1588-0 · Cited by 1,068 · see citing works
Schmahmann, J. D., Pandya, D. N., Wang, R., Dai, G., D'Arceuil, H. E., de Crespigny, A. J., & Wedeen, V. J. (2007) · Brain · doi:10.1093/brain/awl359 · Cited by 1,067 · see citing works
Cerebellar Projections to the Prefrontal Cortex of the Primate
Middleton, F. A., & Strick, P. L. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-02-00700.2001 · Cited by 1,034 · see citing works
Estimating the number of independent components for functional magnetic resonance imaging data
Li, Y., Adalı, T., & Calhoun, V. D. (2007) · Human Brain Mapping · doi:10.1002/hbm.20359 · Cited by 912 · see citing works
Explaining the Many Varieties of Working Memory Variation: Dual Mechanisms of Cognitive Control
Braver, T. S., Gray, J. R., & Burgess, G. C. (2008) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195168648.003.0004 · Cited by 859 · see citing works
Left inferior frontal gyrus is critical for response inhibition
Swick, D., Ashley, V., & Turken, A. U. (2008) · BMC Neuroscience · doi:10.1186/1471-2202-9-102 · Cited by 745 · see citing works
Comparison of multi‐subject ICA methods for analysis of fMRI data
Erhardt, E. B., Rachakonda, S., Bedrick, E. J., Allen, E. A., Adalı, T., & Calhoun, V. D. (2010) · Human Brain Mapping · doi:10.1002/hbm.21170 · Cited by 724 · see citing works
A unified framework for inhibitory control
Munakata, Y., Herd, S. A., Chatham, C. H., Depue, B. E., Banich, M. T., & O’Reilly, R. C. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.07.011 · Cited by 699 · see citing works
Swick, D., Ashley, V., & Turken, U. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.070 · Cited by 638 · see citing works
Ray Li, C.-S., Huang, C., Constable, R. T., & Sinha, R. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.3741-05.2006 · Cited by 600 · cited 2× · see citing works
“, 2008), and studies linking inter-individual differences in SSRT and fMRI activation levels (Congdon et al., 2010; Li et al., 2006) also endorse the idea that frontal regions in both the left and right hemisphere are critical for successful inhibitory control.”
Executive "Brake Failure" following Deactivation of Human Frontal Lobe
Chambers, C. D., Bellgrove, M. A., Stokes, M. G., Henderson, T. R., Garavan, H., Robertson, I. H., Morris, A. P., & Mattingley, J. B. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/089892906775990606 · Cited by 544 · see citing works
Executive “Brake Failure” following Deactivation of Human Frontal Lobe
Chambers, C. D., Bellgrove, M. A., Stokes, M. G., Henderson, T. R., Garavan, H., Robertson, I. H., Morris, A. P., & Mattingley, J. B. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.3.444 · Cited by 544 · see citing works
Parallel Visual Motion Processing Streams for Manipulable Objects and Human Movements
Beauchamp, M. S., Lee, K. E., Haxby, J. V., & Martin, A. D. (2002) · Neuron · doi:10.1016/s0896-6273(02)00642-6 · Cited by 528 · see citing works
Common and unique components of response inhibition revealed by fMRI
Wager, T. D., Sylvester, C.-Y. C., Lacey, S. C., Nee, D. E., Franklin, M., & Jonides, J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.01.054 · Cited by 486 · see citing works
Swann, N. C., Cai, W., Conner, C. R., Pieters, T. A., Claffey, M. P., George, J. S., Aron, A. R., & Tandon, N. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.09.049 · Cited by 459 · see citing works
A computational model of inhibitory control in frontal cortex and basal ganglia.
Wiecki, T. V., & Frank, M. (2011) · Psychology Review · doi:10.1037/a0031542 · Cited by 401 · see citing works
Use of a delayed signal to stop a visual reaction-time response.
Lappin, J. S., & Eriksen, C. W. (1966) · Journal of Experimental Psychology · doi:10.1037/h0021266 · Cited by 388 · see citing works
Chikazoe, J., Jimura, K., Hirose, S., Yamashita, K., Miyashita, Y., & Konishi, S. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.3645-09.2009 · Cited by 363 · see citing works
Proactive adjustments of response strategies in the stop-signal paradigm.
Verbruggen, F., & Logan, G. D. (2009) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0012726 · Cited by 346 · see citing works
Theta burst stimulation dissociates attention and action updating in human inferior frontal cortex
Verbruggen, F., Aron, A. R., Stevens, M., & Chambers, C. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1001957107 · Cited by 310 · see citing works
Unmixing fMRI with independent component analysis
Calhoun, V. D., & Adalı, T. (2006) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2006.1607672 · Cited by 309 · see citing works
Jahfari, S., Waldorp, L., van den Wildenberg, W. P. M., Scholte, H. S., Ridderinkhof, K. R., & Forstmann, B. U. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.5253-10.2011 · Cited by 308 · see citing works
On the Role of the Striatum in Response Inhibition
Zandbelt, B. B., & Vink, M. (2010) · PLoS ONE · doi:10.1371/journal.pone.0013848 · Cited by 307 · see citing works
Self-citationLogan, G. D., & Burkell, J. (1986) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.12.4.549 · Cited by 280 · see citing works
Different activation dynamics in multiple neural systems during simulated driving
Calhoun, V. D., Pekar, J. J., McGinty, V. B., Adalı, T., Watson, T. D., & Pearlson, G. D. (2002) · Human Brain Mapping · doi:10.1002/hbm.10032 · Cited by 276 · see citing works
Neubert, F.-X., Mars, R. B., Buch, E. R., Olivier, E., & Rushworth, M. F. S. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1000674107 · Cited by 253 · see citing works
Modelling with independent components
Beckmann, C. F. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.02.020 · Cited by 235 · see citing works
Allen, E. A., Erhardt, E. B., Wei, Y., Eichele, T., & Calhoun, V. D. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.010 · Cited by 225 · see citing works
Responding with Restraint: What Are the Neurocognitive Mechanisms?
Jahfari, S., Stinear, C. M., Claffey, M., Verbruggen, F., & Aron, A. R. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21307 · Cited by 208 · see citing works
Striatal connections of the parietal association cortices in rhesus monkeys
Yeterian, E. H., & Pandya, D. Ν. (1993) · The Journal of Comparative Neurology · doi:10.1002/cne.903320204 · Cited by 202 · see citing works
Function of striatum beyond inhibition and execution of motor responses
Vink, M., Kahn, R. S., Raemaekers, M., van den Heuvel, M., Boersma, M., & Ramsey, N. F. (2005) · Human Brain Mapping · doi:10.1002/hbm.20111 · Cited by 202 · see citing works
Self-citationControl of prepotent responses by the superior medial frontal cortex
CHEN, C., Muggleton, N. G., Tzeng, O. J. L., Hung, D. L., & Juan, C.-H. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.09.005 · Cited by 191 · see citing works
Functional networks for cognitive control in a stop signal task: Independent component analysis
Zhang, S., & Li, C.-S. R. (2011) · Human Brain Mapping · doi:10.1002/hbm.21197 · Cited by 188 · see citing works
Mirabella, G., Pani, P., & Ferraina, S. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00995.2010 · Cited by 185 · see citing works
Expectations and violations: Delineating the neural network of proactive inhibitory control
Zandbelt, B. B., Bloemendaal, M., Neggers, S. F. W., Kahn, R. S., & Vink, M. (2012) · Human Brain Mapping · doi:10.1002/hbm.22047 · Cited by 174 · see citing works
Self-citationSelective inhibition of movement
Coxon, J. P., Stinear, C. M., & Byblow, W. D. (2007) · Journal of Neurophysiology · doi:10.1152/jn.01284.2006 · Cited by 173 · see citing works
Buch, E. R., Mars, R. B., Boorman, E. D., & Rushworth, M. F. S. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.4882-09.2010 · Cited by 167 · see citing works
Engagement of large-scale networks is related to individual differences in inhibitory control
Congdon, E. L., Mumford, J. A., Cohen, J. R., Galván, A., Aron, A. R., Xue, G., Miller, E. N., & Poldrack, R. A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.06.062 · Cited by 167 · see citing works
Grounding Object Concepts in Perception and Action: Evidence from FMRI Studies of Tools
Beauchamp, M. S., & Martin, A. D. (2007) · Cortex · doi:10.1016/s0010-9452(08)70470-2 · Cited by 166 · see citing works
Mars, R. B., Klein-Flügge, M. C., Neubert, F.-X., Olivier, E., Buch, E. R., Boorman, E. D., & Rushworth, M. F. S. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1396-09.2009 · Cited by 162 · see citing works
Independent component analysis of fMRI data in the complex domain
Calhoun, V. D., Adalı, T., Pearlson, G. D., van Zijl, P. C. M., & Pekar, J. J. (2002) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10202 · Cited by 146 · see citing works
Zandbelt, B. B., van Buuren, M., Kahn, R. S., & Vink, M. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.07.028 · Cited by 126 · see citing works
Self-citationZandbelt, B. B., Bloemendaal, M., Bas‐Hoogendam, J. M., Kahn, R. S., & Vink, M. (2012) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00309 · Cited by 120 · see citing works
Self-citationVink, M., Zandbelt, B. B., Gladwin, T., Hillegers, M., Hoogendam, J. M., van den Wildenberg, W. P. M., Du Plessis, S., & Kahn, R. S. (2014) · Human Brain Mapping · doi:10.1002/hbm.22483 · Cited by 116 · see citing works
Self-citationReliability, Accuracy, and Refractoriness of a Transit Reaction
Slater-Hammel, A. T. (1960) · Research Quarterly American Association for Health Physical Education and Recreation · doi:10.1080/10671188.1960.10613098 · Cited by 115 · see citing works
Duvernoy, H. M. (1995) · Medical Entomology and Zoology · Cited by 108 · see citing works
Multimodal imaging of functional networks and event-related potentials in performance monitoring
Huster, R. J., Eichele, T., Enriquez‐Geppert, S., Wollbrink, A., Kugel, H., Konrad, C., & Pantev, C. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.03.039 · Cited by 93 · see citing works
Spatial ICA reveals functional activity hidden from traditional fMRI GLM-based analyses
Xu, J., Potenza, M. N., & Calhoun, V. D. (2013) · Frontiers in Neuroscience · doi:10.3389/fnins.2013.00154 · Cited by 90 · see citing works
Preparing for Selective Inhibition within Frontostriatal Loops
Smittenaar, P., Guitart‐Masip, M., Lutti, A., & Dolan, R. J. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.2167-13.2013 · Cited by 80 · see citing works
Mattia, M., Spadacenta, S., Pavone, L., Quarato, P. P., Esposito, V., Sparano, A., Sebastiano, F., Gennaro, G. D., Morace, R., Cantore, G., et al. (2012) · Frontiers in Neuroengineering · doi:10.3389/fneng.2012.00012 · Cited by 79 · see citing works
Xu, J., Zhang, S., Calhoun, V. D., Monterosso, J. R., Li, C.-S. R., Worhunsky, P. D., Stevens, M. C. G., Pearlson, G. D., & Potenza, M. N. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.04.038 · Cited by 71 · see citing works
Post-stop-signal adjustments: Inhibition improves subsequent inhibition.
Bissett, P. G., & Logan, G. D. (2012) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0026778 · Cited by 49 · see citing works
Wu, X., Lu, J., Chen, K., Long, Z., Wang, X., Hua Shu, A., Li, K., Liu, Y., & Yao, L. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.12.050 · Cited by 42 · see citing works
Nash Unsworth, A., Brewer, G. A., & Spillers, G. J. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-011-0165-y · Cited by 37 · see citing works
Jang, S. H., & Hong, J. H. (2011) · Neuroscience Letters · doi:10.1016/j.neulet.2011.10.069 · Cited by 35 · see citing works
Effects of probability bias in response readiness and response inhibition on reaching movements
Federico, P., & Mirabella, G. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-3846-8 · Cited by 26 · see citing works
Contributive sources analysis: A measure of neural networks' contribution to brain activations
Beldzik, E., Domagalik, A., Daselaar, S. M., Fąfrowicz, M., Froncisz, W., Ogińska, H., & Marek, T. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.03.014 · Cited by 24 · see citing works
Huang, Y., & Rothwell, J. C. (2007) · KARGER eBooks · doi:10.1159/000101038 · Cited by 21 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The dual systems model: Review, reappraisal, and reaffirmation
Shulman, E. P., Smith, A. R., Silva, K., Icenogle, G., Duell, N., Chein, J., & Steinberg, L. (2016) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.12.010 · Cited by 867 · see citing works
“The effective integration of these processes relies not only on the functional recruitment of implicated brain regions, but also on the strength of connectivity among them (Hwang et al., 2010; van Belle et al., 2014).”
On testing for spatial correspondence between maps of human brain structure and function
Alexander‐Bloch, A. F., Shou, H., Liu, S., Satterthwaite, T. D., Glahn, D. C., Shinohara, R. T., Vandekar, S., & Raznahan, A. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.05.070 · Cited by 733 · see citing works
A fronto–striato–subthalamic–pallidal network for goal-directed and habitual inhibition
Jahanshahi, M., Obeso, I., Rothwell, J. C., & Obeso, J. A. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn4038 · Cited by 521 · see citing works
Large-scale functional neural network correlates of response inhibition: an fMRI meta-analysis
Zhang, R., Geng, X., & Lee, T. M. C. (2017) · Brain Structure and Function · doi:10.1007/s00429-017-1443-x · Cited by 398 · see citing works
The Right Superior Frontal Gyrus and Individual Variation in Proactive Control of Impulsive Response
Hu, S., Ide, J. S., Zhang, S., & Li, C.-S. R. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.1175-16.2016 · Cited by 227 · see citing works
β-Bursts Reveal the Trial-to-Trial Dynamics of Movement Initiation and Cancellation
Wessel, J. R. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.1887-19.2019 · Cited by 173 · see citing works
Parkinson's Disease, the Subthalamic Nucleus, Inhibition, and Impulsivity
Jahanshahi, M., Obeso, I., Baunez, C., Alegre, M., & Krack, P. (2015) · Movement Disorders · doi:10.1002/mds.26049 · Cited by 168 · see citing works
Zandbelt, B. B., Bloemendaal, M., Bas‐Hoogendam, J. M., Kahn, R. S., & Vink, M. (2012) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00309 · Cited by 120 · see citing works
Self-citationNeural and behavioral mechanisms of proactive and reactive inhibitionPreprint
Meyer, H. C., & Bucci, D. J. (2016) · Learning & Memory · doi:10.1101/lm.040501.115 · Cited by 118 · see citing works
Pan, N., Wang, S., Zhao, Y., Lai, H., Qin, K., Li, J., Biswal, B. B., Sweeney, J. A., & Gong, Q. (2021) · Human Brain Mapping · doi:10.1002/hbm.25361 · Cited by 102 · see citing works
Cai, Y., Li, S., Liu, J., Li, D., Feng, Z., Wang, Q., Chen, C., & Xue, G. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00888 · Cited by 81 · see citing works
Competing basal ganglia pathways determine the difference between stopping and deciding not to go
Dunovan, K., Lynch, B., Molesworth, T., & Verstynen, T. (2015) · eLife · doi:10.7554/elife.08723 · Cited by 72 · see citing works
Gavazzi, G., Giovannelli, F., Currò, T., Mascalchi, M., & Viggiano, M. P. (2020) · Brain Imaging and Behavior · doi:10.1007/s11682-020-00369-5 · Cited by 69 · see citing works
The role of stop‐signal probability and expectation in proactive inhibition
Vink, M., Kaldewaij, R., Zandbelt, B. B., Pas, P., & du Plessis, S. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.12879 · Cited by 67 · see citing works
Self-citationAdolescents in Peer Groups Make More Prudent Decisions When a Slightly Older Adult Is Present
Silva, K., Chein, J. M., & Steinberg, L. D. (2016) · Psychological Science · doi:10.1177/0956797615620379 · Cited by 62 · see citing works
Stress-sensitive inference of task controllability
Ligneul, R., Mainen, Z. F., Ly, V., & Cools, R. (2022) · Nature Human Behaviour · doi:10.1038/s41562-022-01306-w · Cited by 60 · see citing works
Messel, M. S., Raud, L., Hoff, P. K., Stubberud, J., & Huster, R. J. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118400 · Cited by 60 · see citing works
Inhibitory control is not lateralized in Parkinson's patients
Mirabella, G., Fragola, M., Giannini, G., Modugno, N., & Lakens, D. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.06.025 · Cited by 57 · see citing works
Effects of single-session transcranial direct current stimulation on reactive response inhibition
Friehs, M. A., Frings, C., & Hartwigsen, G. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.013 · Cited by 56 · see citing works
Interfacing to the brain’s motor decisions
Mirabella, G., & Lebedev, M. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00051.2016 · Cited by 55 · see citing works
Sandrini, M., Xu, B., Volochayev, R., Awosika, O. O., Wang, W., Butman, J. A., & Cohen, L. G. (2019) · Brain stimulation · doi:10.1016/j.brs.2019.08.004 · Cited by 54 · see citing works
The effect of aging on fronto-striatal reactive and proactive inhibitory control
Kleerekooper, I., van Rooij, S. J. H., van den Wildenberg, W. P. M., de Leeuw, M., Kahn, R. S., & Vink, M. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.02.031 · Cited by 52 · see citing works
Self-citationSubregional prefrontal cortex recruitment as a function of inhibitory demand: an fMRI metanalysis
Gavazzi, G., Giovannelli, F., Noferini, C., Cincotta, M., Cavaliere, C., Salvatore, M., Mascalchi, M., & Viggiano, M. P. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105285 · Cited by 51 · see citing works
Common Neural Network for Different Functions: An Investigation of Proactive and Reactive Inhibition
Zhang, F., & Iwaki, S. (2019) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2019.00124 · Cited by 50 · see citing works
Contrasting neural effects of aging on proactive and reactive response inhibition
Bloemendaal, M., Zandbelt, B. B., Wegman, J., van de Rest, O., Cools, R., & Aarts, E. (2016) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2016.06.007 · Cited by 49 · see citing works
Self-citationUsing Developmental Science to Distinguish Adolescents and Adults Under the Law
Steinberg, L. D., & Icenogle, G. (2019) · Annual Review of Developmental Psychology · doi:10.1146/annurev-devpsych-121318-085105 · Cited by 49 · see citing works
A proactive task set influences how response inhibition is implemented in the basal ganglia
Leunissen, I., Coxon, J. P., & Swinnen, S. P. (2016) · Human Brain Mapping · doi:10.1002/hbm.23338 · Cited by 48 · see citing works
Bloemendaal, M., Froböse, M. I., Wegman, J., Zandbelt, B. B., van de Rest, O., Cools, R., & Aarts, E. (2018) · eNeuro · doi:10.1523/eneuro.0035-17.2018 · Cited by 47 · see citing works
Self-citationMotor Inhibition during Overt and Covert Actions: An Electrical Neuroimaging Study
Angelini, M., Calbi, M., Ferrari, A., Sbriscia-Fioretti, B., Franca, M., D, V. G. M., & Umiltà, M. A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0126800 · Cited by 46 · see citing works
Big data analytics enabled by feature extraction based on partial independence
Ke, Q., Zhang, J., Song, H. H., & Wan, Y. (2017) · Neurocomputing · doi:10.1016/j.neucom.2017.07.072 · Cited by 44 · see citing works
Fiske, A., de Klerk, C. C. J. M., Lui, K. Y. K., Collins-Jones, L. H., Hendry, A. J., Greenhalgh, I., Hall, A., Scerif, G., Dvergsdal, H., & Holmboe, K. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119241 · Cited by 43 · see citing works
Perri, R. L. (2019) · Behavioural Brain Research · doi:10.1016/j.bbr.2019.112243 · Cited by 43 · see citing works
Fryer, S. L., Roach, B. J., Ford, J. M., Donaldson, K. R., Calhoun, V. D., Pearlson, G. D., Kiehl, K. A., Srihari, V. H., McGlashan, T. H., Woods, S. W., et al. (2019) · Schizophrenia Bulletin · doi:10.1093/schbul/sbx198 · Cited by 40 · see citing works
Towards Conceptual Clarification of Proactive Inhibitory Control: A Review
van den Wildenberg, W. P. M., Ridderinkhof, K. R., & Wylie, S. A. (2022) · Brain Sciences · doi:10.3390/brainsci12121638 · Cited by 38 · see citing works
Dopamine effects on frontal cortical blood flow and motor inhibition in Parkinson's disease
Trujillo, P., van Wouwe, N. C., Lin, Y., Stark, A. J., Petersen, K. J., Kang, H., Zald, D. H., Donahue, M. J., & Claassen, D. O. (2019) · Cortex · doi:10.1016/j.cortex.2019.01.016 · Cited by 38 · see citing works
Inhibitory Control and the Structural Parcelation of the Right Inferior Frontal Gyrus
Bøen, R., Raud, L., & Huster, R. J. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.787079 · Cited by 37 · see citing works
Anhedonia is associated with reduced incentive cue related activation in the basal ganglia
Chung, Y. S., & Barch, D. M. (2015) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-015-0366-3 · Cited by 36 · see citing works
Proactive modulation of long-interval intracortical inhibition during response inhibition
Cowie, M. J., MacDonald, H. J., Cirillo, J., & Byblow, W. D. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00144.2016 · Cited by 33 · see citing works
Criaud, M., Poisson, A., Thobois, S., Météreau, É., Redouté, J., Ibarrola, D., Baraduc, P., Broussolle, E., Strafella, A. P., Ballanger, B., et al. (2016) · Journal of Parkinson s Disease · doi:10.3233/jpd-150750 · Cited by 32 · see citing works
Criaud, M., Longcamp, M., Anton, J., Nazarian, B., Roth, M., Sescousse, G., Strafella, A. P., Ballanger, B., & Boulinguez, P. (2017) · Behavioural Brain Research · doi:10.1016/j.bbr.2017.06.030 · Cited by 32 · see citing works
Functional imaging correlates of akinesia in Parkinson's disease: Still open issues
Spay, C., Meyer, G. M., Welter, M., Lau, B., Boulinguez, P., & Ballanger, B. (2018) · NeuroImage Clinical · doi:10.1016/j.nicl.2018.101644 · Cited by 31 · see citing works
Impulsivity trait and proactive cognitive control: An fMRI study
Gavazzi, G., Rossi, A., Orsolini, S., Diciotti, S., Giovannelli, F., Salvadori, E., Pantoni, L., Mascalchi, M., & Viggiano, M. P. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.14301 · Cited by 30 · see citing works
Westwater, M. L., Mancini, F., Gorka, A. X., Shapleske, J., Serfontein, J., Grillon, C., Monique Ernst, D., Ziauddeen, H., & Fletcher, P. C. (2021) · Journal of Neuroscience · doi:10.1523/jneurosci.2853-20.2021 · Cited by 30 · see citing works
Strategic down‐regulation of attentional resources as a mechanism of proactive response inhibition
Langford, Z. D., Krebs, R. M., Talsma, D., Woldorff, M. G., & Boehler, C. N. (2016) · European Journal of Neuroscience · doi:10.1111/ejn.13303 · Cited by 27 · see citing works
Altered predictive control during memory suppression in PTSD
Leone, G., Postel, C., Mary, A., Fraisse, F., Vallée, T., Viader, F., Sayette, V. D. L., Peschanski, D., Dayan, J., Eustache, F., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-30855-x · Cited by 27 · see citing works
Osada, T., Nakajima, K., Shirokoshi, T., Ogawa, A., Oka, S., Kamagata, K., Aoki, S., Oshima, Y., Tanaka, S., & Konishi, S. (2024) · Nature Communications · doi:10.1038/s41467-024-54564-9 · Cited by 25 · see citing works
Criaud, M., Anton, J., Nazarian, B., Longcamp, M., Météreau, É., Boulinguez, P., & Ballanger, B. (2021) · Brain Sciences · doi:10.3390/brainsci11050560 · Cited by 25 · see citing works
Messel, M. S., Raud, L., Hoff, P. K., Skaftnes, C. S., & Huster, R. J. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.107220 · Cited by 24 · see citing works
Vink, M., de Leeuw, M., Luykx, J. J., van Eijk, K. R., van den Munkhof, H. E., van Buuren, M., & Kahn, R. S. (2015) · Schizophrenia Bulletin · doi:10.1093/schbul/sbv166 · Cited by 24 · see citing works
Self-citationBrevers, D., He, Q., Keller, B., Noël, X., & Bechara, A. (2017) · Scientific Reports · doi:10.1038/s41598-017-07786-5 · Cited by 20 · see citing works
Besteher, B., Christian Gaser, B., & Nenadić, I. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.04.021 · Cited by 20 · see citing works
Joint impact on attention, alertness and inhibition of lesions at a frontal white matter crossroad
Kaufmann, B. C., Cazzoli, D., Pastore‐Wapp, M., Vanbellingen, T., Pflugshaupt, T., Bauer, D., Müri, R. M., Nef, T., Bartolomeo, P., & Nyffeler, T. (2022) · Brain · doi:10.1093/brain/awac359 · Cited by 19 · see citing works
Fuentes‐Claramonte, P., Ávila, C., Rodríguez‐Pujadas, A., Costumero, V., Ventura‐Campos, N., Bustamante, J. C., Rosell‐Negre, P., & Barrós‐Loscertales, A. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.08.067 · Cited by 19 · see citing works
Chodkowski, B., Cowan, R. L., & Niswender, K. D. (2016) · Heliyon · doi:10.1016/j.heliyon.2015.e00058 · Cited by 19 · see citing works
Motivational context for response inhibition influences proactive involvement of attention
Langford, Z. D., Schevernels, H., & Boehler, C. N. (2016) · Scientific Reports · doi:10.1038/srep35122 · Cited by 18 · see citing works
Neural correlates of proactive and reactive inhibition of saccadic eye movements
Talanow, T., Kasparbauer, A., Lippold, J. V., Weber, B., & Ettinger, U. (2018) · Brain Imaging and Behavior · doi:10.1007/s11682-018-9972-3 · Cited by 17 · see citing works
Openneer, T. J. C., van der Meer, D., Marsman, J.-B. C., Forde, N. J., Akkermans, S. E. A., Naaijen, J., Buitelaar, J. K., Hoekstra, P. J., & Dietrich, A. (2020) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2020.1813329 · Cited by 17 · see citing works
Pan, W., Long, Y., Wang, H., & Yue, C. (2023) · Behavioural Brain Research · doi:10.1016/j.bbr.2023.114567 · Cited by 16 · see citing works
Effects of transcranial magnetic stimulation on reactive response inhibition
Qu, H., Geissler, C. F., Ferrante, M., Hartwigsen, G., & Friehs, M. A. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105532 · Cited by 16 · see citing works
Proactive Control Strategies for Overt and Covert Go/NoGo Tasks: An Electrical Neuroimaging Study
Angelini, M., Calbi, M., Ferrari, A., Sbriscia-Fioretti, B., Franca, M., D, V. G. M., & Umiltà, M. A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0152188 · Cited by 16 · see citing works
Neural correlates and role of medication in reactive motor impulsivity in Tourette disorder
Atkinson-Clément, C., Porte, C.-A., de Liege, A., Wattiez, N., Klein-Koerkamp, Y., Béranger, B., Valabrègue, R., Sofia, F., Hartmann, A., Pouget, P., et al. (2019) · Cortex · doi:10.1016/j.cortex.2019.12.007 · Cited by 15 · see citing works
An ERP study on proactive and reactive response inhibition in individuals with schizotypy
Jia, L., Qin, X., Cui, J., Zheng, Q., Yang, T., Wang, Y., & Chan, R. C. K. (2021) · Scientific Reports · doi:10.1038/s41598-021-87735-5 · Cited by 15 · see citing works
Dai, W., Zhou, H. X., Møller, A., Wei, P., Hu, K., Feng, K., Han, J., Li, Q., & Liu, X. (2022) · Brain Sciences · doi:10.3390/brainsci12080974 · Cited by 14 · see citing works
Overlapping and unique brain responses to cognitive and response inhibition
Feola, B., Sand, L. A., Atkins, S. M., Bunting, M. F., Dougherty, M. R. P., & Bolger, D. J. (2023) · Brain and Cognition · doi:10.1016/j.bandc.2023.105958 · Cited by 14 · see citing works
On the specificity of bilingual language control: A study with Parkinson's disease patients
Cattaneo, G., Costa, A., Gironell, A., & Calabria, M. (2019) · Bilingualism Language and Cognition · doi:10.1017/s136672891900004x · Cited by 14 · see citing works
Got chocolate? Bilateral prefrontal cortex stimulation augments chocolate consumption
To, C., Falcone, M., Loughead, J., Logue-Chamberlain, E., Hamilton, R. H., Kable, J. W., Lerman, C. E., & Ashare, R. L. (2018) · Appetite · doi:10.1016/j.appet.2018.08.032 · Cited by 14 · see citing works
Powers, A. D., Hinojosa, C. A., Stevens, J. S., Harvey, B., Pas, P., ROTHBAUM, B. O., Ressler, K. J., Jovanović, T., & van Rooij, S. J. H. (2022) · European Journal of Psychotraumatology · doi:10.1080/20008198.2022.2059993 · Cited by 13 · see citing works
Mirabella, G., Pilotto, A., Rizzardi, A., Montalti, M., Olivola, E., Zatti, C., Caprio, V. D., Ferrari, E., Modugno, N., & Padovani, A. (2023) · Brain Communications · doi:10.1093/braincomms/fcad350 · Cited by 13 · see citing works
Kaufmann, B. C., Frey, J. N., Pflugshaupt, T., Wyss, P., Paladini, R. E., Vanbellingen, T., Bohlhalter, S., Chechlacz, M., Nef, T., Müri, R. M., et al. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.01.025 · Cited by 13 · see citing works
Lee, W.-T., & Kang, M.-S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.01105 · Cited by 12 · see citing works
Hua, J.-C., Xu, X., Xu, Z.-G., Xue, Y., Xǔ, J., Hu, J.-H., Wu, Y., & Chen, Y. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.964349 · Cited by 12 · see citing works
Smoking cues impair monitoring but not stopping during response inhibition in abstinent male smokers
Zhao, H., Turel, O., Brevers, D., Bechara, A., & He, Q. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.112605 · Cited by 12 · see citing works
Canário, N., Sousa, M., Moreira, F., Duarte, I. C., Oliveira, F. P. M., Januário, C., & Castelo-Branco, M. S. (2019) · PLoS ONE · doi:10.1371/journal.pone.0210880 · Cited by 12 · see citing works
Zhang, F., & Iwaki, S. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.00279 · Cited by 12 · see citing works
Long, J., Song, X., Wang, Y., Wang, C., Huang, R., & Zhang, R. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.938789 · Cited by 11 · see citing works
Proactive Response Inhibition and Subcortical Gray Matter Integrity in Traumatic Brain Injury
Hermans, L., Beeckmans, K., Michiels, K., Lafosse, C., Sunaert, S. G., Coxon, J. P., Swinnen, S. P., & Leunissen, I. (2016) · Neurorehabilitation and neural repair · doi:10.1177/1545968316675429 · Cited by 11 · see citing works
Inhibitory control of gait initiation in humans: An electroencephalography study
Ziri, D., Hugueville, L., Olivier, C., Boulinguez, P., Gunasekaran, H., Lau, B., Welter, M., & George, N. (2024) · Psychophysiology · doi:10.1111/psyp.14647 · Cited by 10 · see citing works
Dissociable effects of fear and disgust in proactive and reactive inhibition
Xu, M., Li, Z., Fan, L., Sun, L., Ding, C., Li, L., & Yang, D. (2015) · Motivation and Emotion · doi:10.1007/s11031-015-9531-9 · Cited by 10 · see citing works
Neural substrates of norm compliance in perceptual decisions
Toelch, U., Pooresmaeili, A., & Dolan, R. J. (2018) · Scientific Reports · doi:10.1038/s41598-018-21583-8 · Cited by 10 · see citing works
Yoshida, J., Saiki, A., Soma, S., Yamanaka, K., Nonomura, S., Ríos, A., Kawabata, M., Kimura, M., Sakai, Y., & Isomura, Y. (2018) · Neuroscience · doi:10.1016/j.neuroscience.2018.07.039 · Cited by 10 · see citing works
Pretto, M. D., Mouthon, M., Debove, I., Pollo, C., Schüpbach, M. W. M., Spierer, L., & Accolla, E. A. (2021) · Human Brain Mapping · doi:10.1002/hbm.25530 · Cited by 9 · see citing works
Bundt, C., & Huster, R. J. (2024) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2024.108799 · Cited by 9 · see citing works
Borst, B., Jovanović, T., House, S. L., Bruce, S. E., Harnett, N. G., Roeckner, A. R., Ely, T. D., Lebois, L. A. M., Young, D. A., Beaudoin, F. L., et al. (2024) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2024.03.002 · Cited by 9 · see citing works
Aging impairs reactive attentional control but not proactive distractor inhibition.
Kim, A. J., Senior, J. A., Chu, S., & Mather, M. (2024) · Journal of Experimental Psychology General · doi:10.1037/xge0001602 · Cited by 9 · see citing works
Huggins, A. A., Harvey, A. M., Miskovich, T. A., Lee, H., & Larson, C. L. (2020) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2020.100551 · Cited by 9 · see citing works
Dynamical EEG Indices of Progressive Motor Inhibition and Error-Monitoring
Nguyen, T., Balachandran, P., Muggleton, N. G., Liang, W., & Juan, C.-H. (2021) · Brain Sciences · doi:10.3390/brainsci11040478 · Cited by 9 · see citing works
Nayak, S., & Tsai, A. C.-H. (2022) · Symmetry · doi:10.3390/sym14061244 · Cited by 9 · see citing works
Limongi, R., & Pérez, F. J. (2016) · Behavioral Neuroscience · doi:10.1037/bne0000175 · Cited by 8 · see citing works
Dhami, P., Quilty, L. C., Schwartzmann, B., Uher, R., Allen, T. A., Kloiber, S. M., Lam, R. W. M., MacQUEEN, G. M., Frey, B. N., Milev, R. V., et al. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100413 · Cited by 8 · see citing works
Stress-sensitive inference of task controllabilityPreprint
Ligneul, R., Mainen, Z. F., Ly, V., & Cools, R. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.11.19.390393 · Cited by 8 · see citing works
Das, S., Meyyappan, S., Bekker, E. M., Coffey‐Corina, S., Ding, M., & Mangun, G. R. (2026) · Journal of Neuroscience · doi:10.1523/jneurosci.0720-25.2026 · Cited by 7 · see citing works
Zhao, H., Ge, M., Turel, O., Bechara, A., & He, Q. (2023) · Addiction Biology · doi:10.1111/adb.13284 · Cited by 7 · see citing works
Using subjective expectations to model the neural underpinnings of proactive inhibition
Pas, P., du Plessis, S., van den Munkhof, H. E., Gladwin, T. E., & Vink, M. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.14308 · Cited by 7 · see citing works
Self-citationHu, J., Hu, S., Maisano, J. R., Chao, H. H., Zhang, S., & Li, C.-S. R. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00546 · Cited by 7 · see citing works
Fiske, A., de Klerk, C. C. J. M., Lui, K. Y. K., Collins-Jones, L. H., Hendry, A. J., Greenhalgh, I., Hall, A., Scerif, G., Dvergsdal, H., & Holmboe, K. (2021) · doi:10.31234/osf.io/r8m9b · Cited by 7 · see citing works
Schwartz, F., Deniel, J., & Causse, M. (2025) · Scientific Reports · doi:10.1038/s41598-025-90540-z · Cited by 6 · see citing works
Sensing and seeing associated with overlapping occipitoparietal activation in simultaneous EEG-fMRI
Scrivener, C. L., Malik, A., Lindner, M., & Roesch, E. B. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab008 · Cited by 6 · see citing works
Brevers, D., Cheron, G. A., Dahman, T., Petieau, M., Palmero‐Soler, E., Foucart, J., Verbanck, P., & Cebolla, A. M. (2020) · Brain Research · doi:10.1016/j.brainres.2020.147064 · Cited by 6 · see citing works
Differing functional mechanisms underlie cognitive control deficits in psychotic spectrum disorders
Stephenson, D. D., Shaikh, A. A. E., Shaff, N. A., Bustillo, J., Dodd, A. B., Wertz, C. J., Ryman, S. G., Hanlon, F. M., Hogeveen, J., Ling, J. M., et al. (2020) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.190212 · Cited by 6 · see citing works
Cabral, E. L. D. S., González, M. O. A., Vidal, P. D. C. J., ́Júnior, J. F. D. C., VASCONCELOS, R. M. D., de Melo, D. C., de Morais, R. L. L., & Neto, J. A. (2024) · International Journal of Business and Management · doi:10.5539/ijbm.v19n3p1 · Cited by 5 · see citing works
- Authors
- van Belle, J., Vink, M., Durston, S., & Zandbelt, B. B.
- Affiliations
- University Medical Center Utrecht (NL)
- Vanderbilt University (US)
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2014-12
- Volume
- 103
- Pages
- 65-74
- ISSN
- 1053-8119 (ISSN-L)
- OpenAlex
- W1987055966
- Cited by
- 141
- References
- 82
- Citations by year
- 2026: 9 · 2025: 9 · 2024: 11 · 2023: 8 · 2022: 14 · 2021: 15 · 2020: 16 · 2019: 11 · 2018: 12 · 2017: 7 · 2016: 17 · 2015: 10 · 2014: 1 · 2012: 1
- FWCI
- 6.51
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- response inhibition, proactive inhibition, reactive inhibition, inhibitory control, artificial neural networks, stop-signal task, frontal network, superior parietal lobule, dorsolateral prefrontal cortex, parietal cortex, right hemisphere lateralization, temporoparietal junction, inferior frontal gyrus, putamen, dorsal premotor cortex
- MeSH terms
- Adult, Brain, Brain Mapping, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Nerve Net, Reactive Inhibition
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
