Individual Differences in Amygdala Activity Predict Response Speed during Working Memory
Open accessAbstract
The human amygdala has classically been viewed as a brain structure primarily related to emotions and dissociated from higher cognition. We report here findings suggesting that the human amygdala also has a role in supporting working memory (WM), a canonical higher cognitive function. In a first functional magnetic resonance imaging (fMRI) study (n= 53), individual differences in amygdala activity predicted behavioral performance in a 3-back WM task. Specifically, higher event-related amygdala amplitude predicted faster response time (RT;r= −0.64), with no loss of accuracy. This relationship was not contingent on mood state, task content, or personality variables. In a second fMRI study (n= 21), we replicated the key finding (r= −0.47) and further showed that the correlation between the amygdala and faster RT was specific to a high working memory load condition (3-back) compared with a low working memory load condition (1-back). These results support models of amygdala function that can account for its involvement not only in emotion but also higher cognition.
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The amygdala, thalamus, striatum, and corpus callosum have been implicated in performance on the N-Back previously.
“These regions have been implicated in performance on the N‐Back previously (Dahlin, Neely, Larsson, Bäckman, & Nyberg, 2008; Kubat‐Silman, Dagenbach, & Absher, 2002; Schaefer et al., 2006; Takeuchi et al., 2010; Zou, Hong, Wang, Gao, & Yang, 2011).”
From Brain structure, working memory and response inhibition in childhood leukemia survivors (2017) · cites this paper as Schaefer et al., 2006
Table 1 (Functional imaging and data analysis; page unavailable) lists both amygdalae among regions correlated with 3-back reaction time. It does not list the thalamus, striatum, or corpus callosum, and the Discussion’s account of other regions associated with performance does not identify them. This source therefore supports the amygdala portion, but not the other three regions attributed to it. (LLM, conf=0.88)
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Cites
Statistical parametric maps in functional imaging: A general linear approach
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. ‐., Frith, C. D., & Frackowiak, R. S. J. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020402 · Cited by 9,688 · see citing works
Carver, C. S., & White, T. L. (1994) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.67.2.319 · Cited by 7,306 · see citing works
Anderson, J. R. (2013) · doi:10.4324/9781315799438 · Cited by 6,761 · see citing works
Talairach, J., Tournoux, P., & Rayport, M. (1988) · Thieme eBooks · Cited by 5,058 · see citing works
The Emotional Brain: The Mysterious Underpinnings of Emotional Life
LeDoux, J. E. (2004) · Medical Entomology and Zoology · Cited by 4,212 · see citing works
(1998) · Cited by 4,172 · see citing works
N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies.
Owen, A. M., McMillan, K. M., Laird, A. R., & Bullmore, E. (2005) · Human Brain Mapping · doi:10.1002/hbm.20131 · Cited by 3,560 · see citing works
Pragmatics of measuring recognition memory: Applications to dementia and amnesia.
Snodgrass, J. G., & Corwin, J. (1988) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.117.1.34 · Cited by 3,093 · see citing works
Gusnard, D. A., Akbudak, E., Shulman, G. L., & Raichle, M. E. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.071043098 · Cited by 2,997 · see citing works
The amygdala: vigilance and emotion
Davis, M., & Whalen, P. J. (2001) · Molecular Psychiatry · doi:10.1038/sj.mp.4000812 · Cited by 2,882 · see citing works
Storage and Executive Processes in the Frontal Lobes
Smith, E. E., & Jonides, J. (1999) · Science · doi:10.1126/science.283.5408.1657 · Cited by 2,834 · see citing works
Cohen, J., MacWhinney, B., Flatt, M., & Provost, J. (1993) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03204507 · Cited by 2,802 · see citing works
Subcortical and cortical brain activity during the feeling of self-generated emotions
Damasio, A. R., Grabowski, T. J., Bechara, A., Damasio, H., Ponto, L. L. B., Parvizi, J., & Hichwa, R. D. (2000) · Nature Neuroscience · doi:10.1038/79871 · Cited by 2,117 · see citing works
A differential neural response in the human amygdala to fearful and happy facial expressions
Morris, J. S., Frith, C. D., Perrett, D. I., Rowland, D., Young, A. W., Calder, A. J., & Dolan, R. J. (1996) · Nature · doi:10.1038/383812a0 · Cited by 2,013 · see citing works
Appraisal Considered as a Process of Multilevel Sequential Checking
Scherer, K. R. (2001) · Appraisal Processes in Emotion · doi:10.1093/oso/9780195130072.003.0005 · Cited by 1,907 · see citing works
Appraisal processes in emotion: Theory, methods, research.
Scherer, K. R., Schorr, A., & Johnstone, T. (2001) · Cited by 1,896 · see citing works
Common blood flow changes across visual tasks: II. Decreases in cerebral cortex
Shulman, G. L., Fiez, J. A., Corbetta, M., Buckner, R. L., Miezin, F. M., Raichle, M. E., & Petersen, S. E. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.648 · Cited by 1,890 · see citing works
Cognitive neuroscience of emotional memory
LaBar, K. S., & Cabeza, R. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1825 · Cited by 1,834 · cited 1× · see citing works
“In addition, numerous studies have found evidence that the amygdala modulates cognition in the case of the emotional enhancement of long-term memory (Hamann et al., 1997, 1999; Philippot and Schaefer, 2001; Smith et al., 2005, 2006; LaBar and Cabeza, 2006).”
BackgroundEffects of Attention and Emotion on Face Processing in the Human Brain
Vuilleumier, P., Armony, J. L., Driver, J., & Dolan, R. J. (2001) · Neuron · doi:10.1016/s0896-6273(01)00328-2 · Cited by 1,664 · see citing works
Pashler, H., Johnston, J. C., & Ruthruff, E. D. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.629 · Cited by 1,441 · see citing works
Neural processing of emotional faces requires attention
Pessoa, L., McKenna, M., Gutierrez, E., & Ungerleider, L. G. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.172403899 · Cited by 1,155 · see citing works
Neural mechanisms of general fluid intelligence
Gray, J. R., Chabris, C. F., & Braver, T. S. (2003) · Nature Neuroscience · doi:10.1038/nn1014 · Cited by 1,080 · see citing works
Self-citationThe human amygdala and the emotional evaluation of sensory stimuli
Zald, D. H. (2003) · Brain Research Reviews · doi:10.1016/s0165-0173(02)00248-5 · Cited by 1,062 · see citing works
The Human Amygdala: An Evolved System for Relevance Detection
Sander, D., Grafman, J., & Zalla, T. (2003) · Reviews in the Neurosciences · doi:10.1515/revneuro.2003.14.4.303 · Cited by 944 · cited 1× · see citing works
“It is known from animal research that the amygdala has a general role in attention and vigilance processes beyond its emotional functions (Kapp et al., 1992; Holland and Gallagher, 1999; Davis and Whalen, 2001; Sander et al., 2003; Holland and Gallagher, 2006).”
BackgroundAmygdala activity related to enhanced memory for pleasant and aversive stimuli
Hamann, S. B., Ely, T. D., Grafton, S. T., & Kilts, C. D. (1999) · Nature Neuroscience · doi:10.1038/6404 · Cited by 913 · see citing works
Humphreys, M. S., & Revelle, W. (1984) · Psychological Review · doi:10.1037/0033-295x.91.2.153 · Cited by 833 · see citing works
Neural mechanisms of transient and sustained cognitive control during task switching.
Braver, T. S., Reynolds, J. R., & Donaldson, D. I. (2003) · Neuron · doi:10.1016/s0896-6273(03)00466-5 · Cited by 826 · see citing works
Self-citationIntegration of emotion and cognition in the lateral prefrontal cortex
Gray, J. R., Braver, T. S., & Raichle, M. E. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.062381899 · Cited by 792 · see citing works
Self-citationFear, Vigilance, and Ambiguity
Whalen, P. J. (1998) · Current Directions in Psychological Science · doi:10.1111/1467-8721.ep10836912 · Cited by 790 · see citing works
Ghashghaei, H. T., & Barbas, H. (2002) · Neuroscience · doi:10.1016/s0306-4522(02)00446-3 · Cited by 785 · see citing works
Human Amygdala Responsivity to Masked Fearful Eye Whites
Whalen, P. J., Kagan, J., Cook, R. G., Davis, F. C., Kim, H., Polis, S., McLaren, D. G., Somerville, L. H., McLean, A. A., Maxwell, J. S., et al. (2004) · Science · doi:10.1126/science.1103617 · Cited by 766 · see citing works
Amygdala circuitry in attentional and representational processes.
Holland, P., & Gallagher, M. (1999) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(98)01271-6 · Cited by 613 · see citing works
Neural Correlates of Visual Working Memory
Pessoa, L., Gutiérrez, E., Bandettini, P. A., & Ungerleider, L. G. (2002) · Neuron · doi:10.1016/s0896-6273(02)00817-6 · Cited by 444 · see citing works
On the Control of Control: The Role of Dopamine in Regulating Prefrontal Function and Working Memory
(2000) · The MIT Press eBooks · doi:10.7551/mitpress/1481.003.0044 · Cited by 442 · see citing works
Stern, R. M., Ray, W. J., & Quigley, K. S. (2000) · doi:10.1093/acprof:oso/9780195113594.001.0001 · Cited by 397 · see citing works
Gray, J. R. (2001) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.130.3.436 · Cited by 394 · see citing works
Self-citationAalto, S., Brück, A., Laine, M., Någren, K., & Rinne, J. O. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.2097-04.2005 · Cited by 284 · see citing works
Mixed blocked/event-related designs separate transient and sustained activity in fMRI
Visscher, K. M., Miezin, F. M., Kelly, J. E., Buckner, R., Donaldson, D., McAvoy, M. P., Bhalodia, V. M., & Petersen, S. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00178-2 · Cited by 273 · see citing works
Amygdaloid contributions to conditioned arousal and sensory information processing.
Kapp, B. S., Whalen, P. J., Supple, W. F., & Pascoe, J. P. (1992) · Cited by 265 · see citing works
Comparing correlated but nonoverlapping correlations.
Raghunathan, T. E., Rosenthal, R., & Rubin, D. B. (1996) · Psychological Methods · doi:10.1037/1082-989x.1.2.178 · Cited by 262 · see citing works
Task and Content Modulate Amygdala-Hippocampal Connectivity in Emotional Retrieval
Smith, A. P. R., Stephan, K. E., Rugg, M. D., & Dolan, R. J. (2006) · Neuron · doi:10.1016/j.neuron.2005.12.025 · Cited by 252 · see citing works
Dissociating State and Item Components of Recognition Memory Using fMRI
Donaldson, D. I., Petersen, S. E., Ollinger, J. M., & Buckner, R. L. (2001) · NeuroImage · doi:10.1006/nimg.2000.0664 · Cited by 233 · see citing works
Willed action and attention to the selection of action
Lau, H. C., Rogers, R. D., Ramnani, N., & Passingham, R. E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.10.034 · Cited by 220 · see citing works
Affective personality differences in neural processing efficiency confirmed using fMRI
Gray, J. R., Burgess, G. C., Schaefer, A., Yarkoni, T., LARSEN, R. J., & Braver, T. S. (2005) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.5.2.182 · Cited by 210 · see citing works
Self-citationBridging psychology and biology: the analysis of individuals in groups.
Kosslyn, S. M., Cacioppo, J. T., Davidson, R. J., Hugdahl, K., Lovallo, W. R., Spiegel, D., & Rose, R. (2002) · American Psychologist · doi:10.1037/0003-066x.57.5.341 · Cited by 196 · see citing works
The Role of the Amygdala in Primate Social Cognition
Emery, N. J., & Amaral, D. G. (1999) · doi:10.1093/oso/9780195118889.003.0008 · Cited by 141 · see citing works
Cluster size thresholds for assessment of significant activation in fMRI
McAvoy, M. P., Ollinger, J. M., & Buckner, R. (2001) · NeuroImage · doi:10.1016/s1053-8119(01)91541-1 · Cited by 118 · see citing works
Increased dopamine release in the human amygdala during performance of cognitive tasks
Fried, I., Wilson, C. L., Morrow, J. W., Cameron, K. A., Behnke, E., Ackerson, L. C., & Maidment, N. T. (2001) · Nature Neuroscience · doi:10.1038/84041 · Cited by 109 · see citing works
Intact enhancement of declarative memory for emotional material in amnesia.
Hamann, S. B., Cahill, L., McGaugh, J. L., & Squire, L. R. (1997) · Learning & Memory · doi:10.1101/lm.4.3.301 · Cited by 105 · see citing works
McIntyre, C. K., Marriott, L. K., & Gold, P. E. (2003) · Behavioral Neuroscience · doi:10.1037/0735-7044.117.2.320 · Cited by 100 · see citing works
Modulation of retrieval processing reflects accuracy of emotional source memory.Preprint
Smith, A. P. R., Henson, R., Rugg, M., & Dolan, R. (2005) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.84305 · Cited by 94 · see citing works
Pharmacological manipulation of human working memory
Barch, D. M. (2004) · Psychopharmacology · doi:10.1007/s00213-003-1732-3 · Cited by 88 · see citing works
Holland, P. C., & Gallagher, M. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.0390-06.2006 · Cited by 85 · see citing works
Crossing cultural divides: moral conflict and the Cairo population conference.
Davis, J. E. (1995) · PubMed · Cited by 65 · see citing works
Peinado-Manzano, M. A. (1990) · Behavioural Brain Research · doi:10.1016/0166-4328(90)90010-c · Cited by 50 · see citing works
The interaction of emotion and cognition: Insights from studies of the human amygdala
Phelps, E. A. (2005) · Cited by 30 · see citing works
Functional Neuroimaging of Executive Functions
(2006) · The MIT Press eBooks · doi:10.7551/mitpress/3420.003.0013 · Cited by 25 · see citing works
Flagged first, then by citations
1 of the 58 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Frijda NH (1986) The emotions. London: Cambridge UP.
Cited by
Sorted by citations
On the relationship between emotion and cognition
Pessoa, L. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2317 · Cited by 2,350 · see citing works
Schaefer, A., Nils, F., Sanchez, X., & Philippot, P. (2010) · Cognition & Emotion · doi:10.1080/02699930903274322 · Cited by 875 · see citing works
Self-citationIntelligence and neural efficiency
Neubauer, A. C., & Fink, A. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.04.001 · Cited by 878 · see citing works
Global Connectivity of Prefrontal Cortex Predicts Cognitive Control and Intelligence
Cole, M. W., Yarkoni, T., Repovs, G., Anticevic, A., & Braver, T. S. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.0536-12.2012 · Cited by 613 · see citing works
Self-citationDecreased Volume of the Brain Reward System in Alcoholism
Makris, N., Oscar-Berman, M., Jaffin, S. K., Hodge, S. M., Kennedy, D. N., Caviness, V. S., Marinkovic, K., Breiter, H. C., Gasic, G. P., & Harris, G. J. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.01.018 · Cited by 372 · see citing works
Banich, M. T., Mackiewicz, K. L., Depue, B. E., Whitmer, A. J., Miller, G. A., & Heller, W. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.09.010 · Cited by 343 · see citing works
Yarkoni, T., Barch, D. M., Gray, J. R., Conturo, T. E., & Braver, T. S. (2009) · PLoS ONE · doi:10.1371/journal.pone.0004257 · Cited by 312 · see citing works
Self-citationVytal, K., Cornwell, B., Arkin, N., & Grillon, C. (2012) · Psychophysiology · doi:10.1111/j.1469-8986.2012.01358.x · Cited by 246 · see citing works
From high anxiety trait to depression: a neurocognitive hypothesis
Sandi, C., & Richter‐Levin, G. (2009) · Trends in Neurosciences · doi:10.1016/j.tins.2009.02.004 · Cited by 227 · see citing works
Barendse, E. M., Hendriks, M. P. H., Jansen, J. F. A., Backes, W. H., Hofman, P. A. M., Thoonen, G. H. J., Kessels, R. P. C., & Aldenkamp, A. P. (2013) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-5-14 · Cited by 190 · see citing works
Schweizer, S., Satpute, A. B., Atzil, S., Field, A. P., Hitchcock, C., Black, M., Barrett, L. F., & Dalgleish, T. (2019) · Psychological Bulletin · doi:10.1037/bul0000193 · Cited by 152 · see citing works
Uncertainty and Cognitive Control
Mushtaq, F., Bland, A. R., & Schaefer, A. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00249 · Cited by 157 · see citing works
Self-citationValence-specific regulation effects in a working memory task with emotional context
Erk, S., Kleczar, A., & Walter, H. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.05.006 · Cited by 151 · see citing works
Yarkoni, T., & Braver, T. S. (2010) · Plenum series on human exceptionality · doi:10.1007/978-1-4419-1210-7_6 · Cited by 140 · see citing works
Self-citationAnticevic, A., Barch, D. M., & Repovš, G. (2010) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.10.2.159 · Cited by 122 · see citing works
Recognizing Threat: A Simple Geometric Shape Activates Neural Circuitry for Threat Detection
Larson, C. L., Aronoff, J., Sarinopoulos, I. C., & Zhu, D. C. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21111 · Cited by 117 · see citing works
Aas, M., Navari, S., Gibbs, A. A., Mondelli, V., Fisher, H. L., Morgan, C., Morgan, K. D., MacCabe, J. H., Reichenberg, A., Zanelli, J., et al. (2012) · Schizophrenia Research · doi:10.1016/j.schres.2012.01.035 · Cited by 114 · see citing works
Ousdal, O. T., Jensen, J., Server, A., Hariri, A. R., Nakstad, P. H., & Andreassen, O. A. (2008) · Neuroscience · doi:10.1016/j.neuroscience.2008.07.066 · Cited by 102 · see citing works
Emotion processing facilitates working memory performance
Lindström, B., & Bohlin, G. (2011) · Cognition & Emotion · doi:10.1080/02699931.2010.527703 · Cited by 99 · see citing works
Pupil size variations correlate with physical effort perception
Zénon, A., Sidibé, M., & Olivier, E. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00286 · Cited by 94 · see citing works
Ganis, G., Morris, R. R., & Kosslyn, S. M. (2008) · Social Neuroscience · doi:10.1080/17470910801928271 · Cited by 95 · see citing works
Electrophysiological correlates of remembering emotional pictures
Schaefer, A., Pottage, C. L., & Rickart, A. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.030 · Cited by 87 · see citing works
Self-citationGenetic Variation of Serotonin Function and Cognitive Control
Strobel, A., Dreisbach, G., Müller, J., Goschke, T., Brocke, B., & Lesch, K. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.12.1923 · Cited by 88 · see citing works
Bernat, E. M., Cadwallader, M., Seo, D., Vizueta, N., & Patrick, C. J. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2010.549881 · Cited by 83 · see citing works
Caseras, X., Murphy, K., Mataix‐Cols, D., López‐Solà, M., Soriano‐Mas, C., Ortriz, H., Pujol, J., & Torrúbia, R. (2011) · Human Brain Mapping · doi:10.1002/hbm.21503 · Cited by 81 · see citing works
Positive and negative modulation of word learning by reward anticipation
Callan, D. E., & Schweighofer, N. (2008) · Human Brain Mapping · doi:10.1002/hbm.20383 · Cited by 79 · see citing works
Suppression dampens unpleasant emotion faster than reappraisal: Neural dynamics in a Chinese sample
Yuan, J., Long, Q., Ding, N., Lou, Y., Liu, Y., & Yang, J. (2014) · Science China Life Sciences · doi:10.1007/s11427-014-4739-6 · Cited by 74 · see citing works
When do negative and positive emotions modulate working memory performance?
Osaka, M., Yaoi, K., Minamoto, T., & Osaka, N. (2013) · Scientific Reports · doi:10.1038/srep01375 · Cited by 73 · see citing works
Effects of working memory training on emotion regulation: Transdiagnostic review
Barkus, E. (2020) · PsyCh Journal · doi:10.1002/pchj.353 · Cited by 75 · see citing works
Pornographic Picture Processing Interferes with Working Memory Performance
Laier, C., Schulte, F. P., & Brand, M. (2012) · The Journal of Sex Research · doi:10.1080/00224499.2012.716873 · Cited by 74 · see citing works
Watanabe, N., Sakagami, M., & Haruno, M. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.3400-12.2013 · Cited by 65 · see citing works
Goto, N., Mushtaq, F., Shee, D., Lim, X. L., Mortazavi, M., Watabe, M., & Schaefer, A. (2017) · Biological Psychology · doi:10.1016/j.biopsycho.2017.06.004 · Cited by 68 · see citing works
Self-citationFunctional Involvement of Human Periaqueductal Gray and Other Midbrain Nuclei in Cognitive Control
Kragel, P. A., Bianciardi, M., Hartley, L., Matthewson, G., Choi, J., Quigley, K. S., Wald, L. L., Wager, T. D., Barrett, L. F., & Satpute, A. B. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.2043-18.2019 · Cited by 60 · see citing works
Brain structure, working memory and response inhibition in childhood leukemia survivors
van der Plas, E., Schachar, R. J., Hitzler, J., Crosbie, J., Guger, S. L., Spiegler, B. J., Ito, S., & Nieman, B. J. (2017) · Brain and Behavior · doi:10.1002/brb3.621 · Cited by 59 · see citing works
“The asterisks mark significant differences between groups (a) (b) previously (Dahlin, Neely, Larsson, Bäckman, & Nyberg, 2008; KubatSilman, Dagenbach, & Absher, 2002; Schaefer et al., 2006; Takeuchi et al., 2010; Zou, Hong, Wang, Gao, & Yang, 2011).”
Ramírez-Mahaluf, J. P., Llussà, J. P., Otal, B., Villoslada, P., & Compte, A. (2018) · Scientific Reports · doi:10.1038/s41598-018-26317-4 · Cited by 62 · see citing works
Neta, M., & Whalen, P. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.051 · Cited by 53 · see citing works
Distinct dimensions of emotion in the human brain and their representation on the cortical surface
Koide‐Majima, N., Nakai, T., & Nishimoto, S. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117258 · Cited by 52 · see citing works
Volumetric variation in subregions of the cerebellum correlates with working memory performance
Ding, H., Qin, W., Jiang, T., Zhang, Y., & Yu, C. (2011) · Neuroscience Letters · doi:10.1016/j.neulet.2011.12.016 · Cited by 50 · see citing works
A Role for the Human Amygdala in Higher Cognition
Schaefer, A., & Gray, J. (2007) · Reviews in the Neurosciences · doi:10.1515/revneuro.2007.18.5.355 · Cited by 67 · see citing works
Self-citationAltered inhibition-related frontolimbic connectivity in obsessive–compulsive disorder
van Velzen, L. S., de Wit, S. J., Ćurĉić‐Blake, B., Cath, D. C., de Vries, F. E., Veltman, D. J., van der Werf, Y. D., & van den Heuvel, O. A. (2015) · Human Brain Mapping · doi:10.1002/hbm.22898 · Cited by 50 · see citing works
The emotional startle effect is disrupted by a concurrent working memory task.
King, R., & Schaefer, A. (2011) · Psychophysiology · doi:10.1111/j.1469-8986.2010.01062.x · Cited by 50 · see citing works
Self-citationEncoding of Target Detection during Visual Search by Single Neurons in the Human Brain
Wang, S., Mamelak, A. N., Adolphs, R., & Rutishauser, U. (2018) · Current Biology · doi:10.1016/j.cub.2018.04.092 · Cited by 47 · see citing works
Song, J., Lee, H., Kang, H., Lee, D. S., Chang, S. O., & Oh, S. H. (2014) · Brain Structure and Function · doi:10.1007/s00429-013-0704-6 · Cited by 48 · see citing works
Idiomatic expressions evoke stronger emotional responses in the brain than literal sentences
CITRON, F. M. M., Cacciari, C., Funcke, J., Hsu, C., & Jacobs, A. M. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.05.020 · Cited by 50 · see citing works
Faridi, N., Karama, S., Burgaleta, M., White, M. T., Evans, A. C., Fonov, V., Collins, D. L., & Waber, D. P. (2015) · Neuropsychology · doi:10.1037/neu0000079 · Cited by 42 · see citing works
Flanagan, J. C., Hand, A., Jarnecke, A. M., Maria, M. M. M., Brady, K. T., & Joseph, J. E. (2018) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000197 · Cited by 45 · see citing works
Cognitive interference and a food-related memory bias in binge eating disorder
Svaldi, J., Schmitz, F., Trentowska, M., Tuschen‐Caffier, B., Berking, M., & Naumann, E. (2013) · Appetite · doi:10.1016/j.appet.2013.09.014 · Cited by 42 · see citing works
Yun, R. J., Krystal, J. H., & Mathalon, D. H. (2010) · Brain Imaging and Behavior · doi:10.1007/s11682-010-9089-9 · Cited by 42 · see citing works
The neural fate of neutral information in emotion-enhanced memory.
Watts, S., Buratto, L., Brotherhood, E. V., Barnacle, G. E., & Schaefer, A. (2014) · Psychophysiology · doi:10.1111/psyp.12211 · Cited by 39 · see citing works
Self-citationParadoxical Facilitation of Working Memory after Basolateral Amygdala Damage
Morgan, B. E., Terburg, D., Thornton, H. B., Stein, D. J., & van Honk, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038116 · Cited by 38 · see citing works
Distinct neural correlates of emotional and cognitive empathy in older adults
Moore, R. C., Dev, S. I., Jeste, D. V., Dziobek, I., & Eyler, L. T. (2014) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2014.10.016 · Cited by 39 · see citing works
Pottage, C. L., & Schaefer, A. (2012) · Emotion · doi:10.1037/a0024574 · Cited by 36 · see citing works
Self-citationRecollecting positive and negative autobiographical memories disrupts working memory.
Allen, R., Schaefer, A., & Falcon, T. (2014) · Acta Psychologica · doi:10.1016/j.actpsy.2014.07.003 · Cited by 31 · see citing works
Self-citationNeural Circuitry of Emotional and Cognitive Conflict Revealed through Facial Expressions
Chiew, K. S., & Braver, T. S. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017635 · Cited by 31 · see citing works
Self-citationSchaefer, A., Buratto, L. G., Goto, N., & Brotherhood, E. (2016) · PLoS ONE · doi:10.1371/journal.pone.0163150 · Cited by 32 · see citing works
Self-citationAltered amygdala function in nicotine addiction: insights from human neuroimaging studies.
Mihov, Y., & Hurlemann, R. (2012) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2012.04.028 · Cited by 29 · see citing works
Ma, L., Fei, Y., Wang, X., Wu, S., Du, J., Zhu, M., Jin, L., Li, M., Liu, X., Zhai, J., et al. (2017) · Journal of Molecular Neuroscience · doi:10.1007/s12031-017-0892-2 · Cited by 26 · see citing works
The effects of emotion on working memory: Valence versus motivation
Yüvrük, E., Kapucu, A., & Amado, S. (2019) · Acta Psychologica · doi:10.1016/j.actpsy.2019.102983 · Cited by 23 · see citing works
Lee, H. J., & Cho, Y. S. (2019) · Memory & Cognition · doi:10.3758/s13421-019-00930-8 · Cited by 20 · see citing works
Strigo, I. A., Simmons, A. N., Matthews, S. C., & Craig, A. D. B. (2010) · PLoS ONE · doi:10.1371/journal.pone.0015093 · Cited by 20 · see citing works
Amygdala Activation in Cognitive Task fMRI Varies with Individual Differences in Cognitive Traits
West, H. V., Burgess, G. C., Dust, J., Kandala, S., & Barch, D. M. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00863-3 · Cited by 20 · see citing works
Self-citationCredition: From the Question of Belief to the Question of Believing
Angel, H. (2017) · New approaches to the scientific study of religion · doi:10.1007/978-3-319-50924-2_2 · Cited by 19 · see citing works
Neural correlates to both emotion and cognitive functions in the monkey amygdala.
Nishijo, H., Hori, E., Tazumi, T., & Ono, T. (2008) · Behavioural Brain Research · doi:10.1016/j.bbr.2007.10.013 · Cited by 20 · see citing works
Yang, Y., Yang, B., Zhang, L., Peng, G., & Fang, D. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.648143 · Cited by 18 · see citing works
Deng, Y., Hou, L., Chen, X., & Zhou, R. (2020) · Neuroscience Letters · doi:10.1016/j.neulet.2020.135513 · Cited by 14 · see citing works
Contrast discrimination under task-induced mental load
Mahjoob, M., & Anderson, A. J. (2019) · Vision Research · doi:10.1016/j.visres.2019.09.001 · Cited by 13 · see citing works
Li, M., & Kim, N. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104536 · Cited by 12 · see citing works
Buratto, L., Pottage, C. L., Brown, C., Morrison, C. M., & Schaefer, A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110211 · Cited by 13 · see citing works
Self-citationYe, H., Li, G., Sheng, X., & Zhu, X. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac63e9 · Cited by 12 · see citing works
Re-evaluating human MTL in working memory: insights from intracranial recordings
Li, J., Cao, D., Li, W., Sarnthein, J., & Jiang, T. (2024) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2024.07.008 · Cited by 15 · see citing works
Wu, T., Fan, J., Chen, Y., Xiang, J., Zhu, D., Zhang, J., Shi, J., & Jiang, T. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00169 · Cited by 11 · see citing works
Cortical thickness, neurocognitive, and body composition effects of fasting during Ramadan
Iqbal, M., Abujamea, A. H., Alonso‐Alonso, M., Al-Regaiey, K., & Bashir, S. (2019) · Journal of Research in Medical Sciences · doi:10.4103/jrms.jrms_783_18 · Cited by 11 · see citing works
From Apple to Omega: an analysis of brand placement in 2010 top-earning films
Devlin, M. B., & Combs, J. (2015) · Journal of Global Scholars of Marketing Science · doi:10.1080/21639159.2014.980037 · Cited by 10 · see citing works
Trust and valence processing in the amygdala*
Vuilleumier, P. O., & Sander, D. (2008) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsn045 · Cited by 10 · see citing works
Li, Y., Xue, Y., Zhao, W., Li, S.-S., Li, J., & Xu, Y. J. (2020) · Brain Research · doi:10.1016/j.brainres.2020.147176 · Cited by 10 · see citing works
The effect of sexual arousal and emotional arousal on working memory
Au, R. K. C., & Tang, V. K. Y. (2019) · Cogent Psychology · doi:10.1080/23311908.2019.1645260 · Cited by 11 · see citing works
Importance of Emotion Regulation Training for Children and Adolescents
Macklem, G. L. (2010) · Springer eBooks · doi:10.1007/978-1-4419-7907-0_5 · Cited by 9 · see citing works
Majerus, S., Salmon, É., & Attout, L. (2013) · PLoS ONE · doi:10.1371/journal.pone.0069278 · Cited by 7 · see citing works
Eight Weddings and Six Funerals: An fMRI Study on Autobiographical Memories
Benuzzi, F., Ballotta, D., Handjaras, G., Leo, A., Papale, P., Zucchelli, M., Molinari, M. A., Lui, F., Cecchetti, L., Ricciardi, E., et al. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00212 · Cited by 7 · see citing works
Goto, N., & Schaefer, A. (2020) · Springer eBooks · doi:10.1007/978-3-319-24612-3_509 · Cited by 6 · see citing works
Self-citationPicco, S., Bavassi, L., Fernández, R. S., & Pedreira, M. E. (2022) · Neuroscience · doi:10.1016/j.neuroscience.2022.07.001 · Cited by 6 · see citing works
Kanemoto, M., Nakamura, T., Sasahara, M., & Ichijo, H. (2020) · Frontiers in Neural Circuits · doi:10.3389/fncir.2020.00029 · Cited by 5 · see citing works
负性情绪调节的效率: 中国文化背景下认知重评与表达抑制的对比
龙, 泉., 娄, 熠., 杨, 洁., 袁, 加., 丁, 南., & 刘, 莹. (2014) · Scientia Sinica Vitae · doi:10.1360/zc2014-44-6-602 · Cited by 4 · see citing works
Working memory deficit in drug-resistant epilepsy with an amygdala lesion
Usui, K., Terada, K., Usui, N., Matsuda, K., Kondo, A., Tottori, T., Shinozaki, J., Nagamine, T., & Inoue, Y. (2018) · Epilepsy & Behavior Case Reports · doi:10.1016/j.ebcr.2018.07.003 · Cited by 4 · see citing works
Goto, N., & Schaefer, A. (2017) · Springer eBooks · doi:10.1007/978-3-319-28099-8_509-1 · Cited by 4 · see citing works
Self-citationLiao, W., Cui, D., Jin, J., Liu, W., Wang, X., Wang, H., Li, Y., Liu, Z., & Yin, T. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.747288 · Cited by 3 · see citing works
Li, Y., Zhao, W., Qin, J.-X., Li, J., & Xu, Y. J. (2022) · Brain Research · doi:10.1016/j.brainres.2022.147922 · Cited by 3 · see citing works
Cybersex addiction: Craving and cognitive processes
Laier, C. (2012) · DuEPublico (University of Duisburg-Essen) · Cited by 3 · see citing works
Gray, S. M., Dede, A. J. O., Cross, Z. R., Sáez, I., Girgis, F., Chang, E. F., Auguste, K., Shaikhouni, A., Knight, R. T., & Johnson, E. L. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.05.10.724153 · Cited by 3 · see citing works
Mahjoob, M., Heravian, J., Mirzajani, A., Behboodi, M., Sharini, H., Nakhjavanpour, N., & Foroutannia, A. (2024) · Brain Connectivity · doi:10.1089/brain.2023.0049 · Cited by 1 · see citing works
Barnhart, W. R., Braden, A. L., & Buelow, M. T. (2024) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acae065 · Cited by 2 · see citing works
Autism spectrum disorders in high functioning adolescents
Barendse (2017) · doi:10.26481/dis.20170907eb · Cited by 1 · see citing works
YOTO (You Only Think Once): A Human EEG Dataset for Multisensory Perception and Mental ImageryPreprint
Chang, Y.-H., Chen, H., Tsai, M.-J., Tseng, C.-L., Lo, C.-H., Huang, K., & Wei, C.-S. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.04.17.645384 · Cited by 1 · see citing works
On the influence of dopamine-related genetic variation on dopamine-related disorders
Bergman, O. (2009) · Gothenburg University Publications Electronic Archive (Gothenburg University)
Sense of coherence as a mediator of stress among high school students in Tromsø, Norway.
Mellem, L. S. (2008) · NORA - Norwegian Open Research Archives
Watts, S. H. (2015) · Durham e-Theses (Durham University)
Kist, J. D., Schlüter, L., Duyser, F. A., Mulders, P. C. R., Vrijsen, J. N., Collard, R. M., van Eijndhoven, P., & Tendolkar, I. (2024) · medRxiv · doi:10.1101/2024.01.08.24300980
Multiple group membership and executive function in a socioeconomically diverse sample
Goto, N., Kusumasondjaja, S., Tjiptono, F., Lim, S. X. L., Shee, D., Hatano, A., Herachwati, N., & Schaefer, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-60534-4
Self-citationLi, C., Peng, Y., Wang, R., He, X., Cai, Y. L., Ma, Y., Wu, D., Wang, M., & Zhang, S. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.05.30.596374
Hu, L., Wu, K., Li, H., Zhu, M., Zhang, Y., Fu, M., Tang, M., Lu, F., Cai, X., An, J., et al. (2024) · The Italian Journal of Pediatrics/Italian journal of pediatrics · doi:10.1186/s13052-024-01764-0
- Authors
- Schaefer, A., Braver, T. S., Reynolds, J. R., Burgess, G. C., Yarkoni, T., & Gray, J. R.
- Affiliations
- Yale University (US)
- Washington University in St. Louis (US)
- University of Leeds (GB)
- University of Colorado Boulder (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2006-10-04
- Volume
- 26
- Issue
- 40
- Pages
- 10120-10128
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC1851922
- OpenAlex
- W1990528118
- Cited by
- 106
- References
- 58
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 8 · 2022: 3 · 2021: 3 · 2020: 6 · 2019: 8 · 2018: 6 · 2017: 5 · 2016: 2 · 2015: 3 · 2014: 9 · 2013: 6 · 2012: 7
- FWCI
- 2.91
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (R01MH066088, MH66088)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- amygdala, working memory, individual differences, response speed, event-related potentials, 3-back task, working memory load, cognitive function, emotion and cognition
- MeSH terms
- Adolescent, Adult, Amygdala, Female, Humans, Individuality, Male, Memory, Photic Stimulation, Predictive Value of Tests, Psychomotor Performance, Reaction Time, Regression Analysis, Linear Models
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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.
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