The Differential Effects of Reward on Space- and Object-Based Attentional Allocation
Open accessAbstract
Estimating reward contingencies and allocating attentional resources to a subset of relevant information are the most important contributors to increasing adaptability of an organism. Although recent evidence suggests that reward- and attention-based guidance recruits overlapping cortical regions and has similar effects on sensory responses, the exact nature of the relationship between the two remains elusive. Here, using event-related fMRI on human participants, we contrasted the effects of reward on space- and object-based selection in the same experimental setting. Reward was either distributed randomly or biased a particular object. Behavioral and neuroimaging results show that space- and object-based attention is influenced by reward differentially. Space-based attentional allocation is mandatory, integrating reward information over time, whereas object-based attentional allocation is a default setting that is completely replaced by the reward signal. Nonadditivity of the effects of reward and object-based attention was observed consistently at multiple levels of analysis in early visual areas as well as in control regions. These results provide strong evidence that space- and object-based allocation are two independent attentional mechanisms, and suggest that reward serves to constrain attentional selection.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
A series of studies has suggested that reward leads to the complete abolition of object-based attentional guidance.
“a series of studies has suggested that reward leads to the complete abolition of object-based attentional guidance (Lee & Shomstein, 2013; Shomstein & Johnson, 2013).”
From Selection history: How reward modulates selectivity of visual attention. (2018) · cites this paper as Lee & Shomstein, 2013
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
Posner, M. I. (1980) · Quarterly Journal of Experimental Psychology · doi:10.1080/00335558008248231 · Cited by 9,670 · see citing works
Co-planar stereotaxic atlas of the human brain
Laitinen, L. (1989) · Clinical Neurology and Neurosurgery · doi:10.1016/0303-8467(89)90128-5 · Cited by 7,565 · see citing works
Distributed and overlapping representations of faces and objects in ventral temporal cortex
Haxby, J. V., Gobbini, M. I., Furey, M. L., Ishai, A., Schouten, J. L., & Pietrini, P. (2001) · Science · doi:10.1126/science.1063736 · Cited by 3,940 · see citing works
Borders of Multiple Visual Areas in Humans Revealed by Functional Magnetic Resonance Imaging
Sereno, M. I., Dale, A. M., Reppas, J. B., Kwong, K. K., Belliveau, J. W., Brady, T. J., Rosen, B. R., & Tootell, R. B. H. (1995) · Science · doi:10.1126/science.7754376 · Cited by 2,623 · see citing works
Mechanisms of visual attention in the human cortex
Ungerleider, S. K. A. L. G. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.315 · Cited by 2,159 · see citing works
Neural correlates of decision variables in parietal cortex
Platt, M. L., & Glimcher, P. W. (1999) · Nature · doi:10.1038/22268 · Cited by 1,721 · see citing works
VISUAL ATTENTION: Control, Representation, and Time Course
Egeth, H. E., & Yantis, S. (1997) · Annual Review of Psychology · doi:10.1146/annurev.psych.48.1.269 · Cited by 1,267 · see citing works
Abrupt visual onsets and selective attention: Voluntary versus automatic allocation.
Yantis, S., & Jonides, J. J. (1990) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.16.1.121 · Cited by 1,186 · see citing works
Egly, R., Driver, J., & Rafal, R. D. (1994) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.123.2.161 · Cited by 1,174 · see citing works
Goebel, R., Esposito, F., & Formisano, E. (2006) · Human Brain Mapping · doi:10.1002/hbm.20249 · Cited by 1,053 · see citing works
Egly, R., Driver, J., & Rafal, R. D. (1994) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.123.2.161 · Cited by 942 · see citing works
Exogenous and endogenous control of attention: The effect of visual onsets and offsets
Theeuwes, J. (1991) · Perception & Psychophysics · doi:10.3758/bf03211619 · Cited by 814 · see citing works
Transient neural activity in human parietal cortex during spatial attention shifts
Yantis, S., Schwarzbach, J. V., Serences, J. T., Carlson, R. L., Steinmetz, M. A., Pekar, J. J., & Courtney, S. M. (2002) · Nature Neuroscience · doi:10.1038/nn921 · Cited by 698 · see citing works
Reward Timing in the Primary Visual Cortex
Shuler, M. G. H., & Bear, M. F. (2006) · Science · doi:10.1126/science.1123513 · Cited by 650 · see citing works
Reward Changes Salience in Human Vision via the Anterior Cingulate
Hickey, C., Chelazzi, L., & Theeuwes, J. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.1026-10.2010 · Cited by 606 · cited 1× · see citing works
“Although it is well established that voluntary behaviors are strongly modulated by reward, it remains unclear whether similar reward-based modulation occurs for perceptual processes, such as attention, that are involuntary and automatic (Della Libera and Chelazzi, 2006; Hickey et al., 2010).”
BackgroundActivity in primary visual cortex predicts performance in a visual detection task
Ress, D. B., Backus, B. T., & Heeger, D. J. (2000) · Nature Neuroscience · doi:10.1038/78856 · Cited by 501 · see citing works
Coordination of Voluntary and Stimulus-Driven Attentional Control in Human Cortex
Serences, J. T., Shomstein, S., Leber, A. B., Golay, X., Egeth, H. E., & Yantis, S. (2005) · Psychological Science · doi:10.1111/j.0956-7976.2005.00791.x · Cited by 470 · see citing works
Self-citationDorris, M. C., & Glimcher, P. W. (2004) · Neuron · doi:10.1016/j.neuron.2004.09.009 · Cited by 428 · see citing works
Visual Selective Attention and the Effects of Monetary Rewards
Libera, C. D., & Chelazzi, L. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01689.x · Cited by 365 · see citing works
Value-Based Modulations in Human Visual Cortex
Serences, J. T. (2008) · Neuron · doi:10.1016/j.neuron.2008.10.051 · Cited by 353 · see citing works
Reward prediction in primate basal ganglia and frontal cortex
Schultz, W., Tremblay, L., & Hollerman, J. R. (1998) · Neuropharmacology · doi:10.1016/s0028-3908(98)00071-9 · Cited by 318 · see citing works
Object-Based Visual Selection: Evidence From Perceptual Completion
Moore, C. M., Yantis, S., & Vaughan, B. D. (1998) · Psychological Science · doi:10.1111/1467-9280.00019 · Cited by 288 · see citing works
Kiss, M., Driver, J., & Eimer, M. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02281.x · Cited by 267 · see citing works
Monetary Incentives Enhance Processing in Brain Regions Mediating Top-down Control of Attention
Small, D. M., Gitelman, D., Simmons, K., Bloise, S. M., Parrish, T., & Mesulam, M.-M. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi063 · Cited by 242 · see citing works
Attention, learning, and the value of information
Gottlieb, J. (2012) · Neuron · doi:10.1016/j.neuron.2012.09.034 · Cited by 241 · cited 2× · see citing works
“These results are particularly timely given the growing debate on whether separate, or single integrated, priority maps are constructed based on reward and attention (Platt and Glimcher, 1999; Gottlieb and Balan, 2010; Gottlieb, 2012).”
BackgroundObject-based attention and occlusion: Evidence from normal participants and a computational model.
Behrmann, M., Zemel, R. S., & Mozer, M. C. (1998) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.24.4.1011 · Cited by 224 · see citing works
Reward modulates attention independently of action value in posterior parietal cortex
Peck, C. J., Jangraw, D. C., Suzuki, M., Efem, R., & Gottlieb, J. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.1929-09.2009 · Cited by 219 · see citing works
Goldberg, M. E., Bisley, J. W., Powell, K. D., & Gottlieb, J. P. (2006) · Progress in brain research · doi:10.1016/s0079-6123(06)55010-1 · Cited by 202 · see citing works
Optimal reward harvesting in complex perceptual environments
Navalpakkam, V., Koch, C., Rangel, A., & Perona, P. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0911972107 · Cited by 195 · see citing works
Basal Ganglia Mechanisms of Reward‐Oriented Eye Movement
Hikosaka, O. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1390.012 · Cited by 155 · see citing works
Object-based attention and occlusion: Evidence from normal participants and a computational model.
Behrmann, M., Zemel, R. S., & Mozer, M. C. (1998) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.24.4.1011 · Cited by 146 · see citing works
Kristjansson, A., Sigurjonsdottir, O., & Driver, J. (2010) · Attention, Perception & Psychophysics · doi:10.3758/app.72.5.1229 · Cited by 137 · see citing works
Dynamic Interaction of Object- and Space-Based Attention in Retinotopic Visual Areas
Müller, N. G., & Kleinschmidt, A. K. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-30-09812.2003 · Cited by 134 · see citing works
Attention as a decision in information space
Gottlieb, J. P., & Balan, P. F. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.03.001 · Cited by 125 · see citing works
Configural and contextual prioritization in object-based attention
Shomstein, S., & Yantis, S. (2004) · Psychonomic Bulletin & Review · doi:10.3758/bf03196566 · Cited by 122 · see citing works
Self-citationCortical systems mediating visual attention to both objects and spatial locations
Shomstein, S., & Behrmann, M. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601813103 · Cited by 98 · see citing works
Self-citationObject-based attention with endogenous cuing and positional certainty
CHEN, Z., & Cave, K. R. (2008) · Perception & Psychophysics · doi:10.3758/pp.70.8.1435 · Cited by 68 · see citing works
Shaping Attention With Reward: Effects of Reward on Space- and Object-Based Selection
Shomstein, S., & Johnson, J. (2013) · Psychological Science · doi:10.1177/0956797613490743 · Cited by 58 · see citing works
Self-citationIs object-based attention mandatory? Strategic control over mode of attention.
Yeari, M., & Goldsmith, M. (2010) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0016897 · Cited by 31 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Townsend JT, Ashby FG (1983) Stochastic modelling of elementary psycho- logical processes. New York: Cambridge UP.
- 10633a • J. Neurosci., June 26, 2013 • 33(26):10625-10633
Cited by
Sorted by citations
Selection history: How reward modulates selectivity of visual attention.
Failing, M., & Theeuwes, J. (2018) · Psychonomic Bulletin & Review · doi:10.3758/s13423-017-1380-y · Cited by 345 · see citing works
“And yet a series of studies has suggested that reward leads to the complete abolition of object-based attentional guidance (Lee & Shomstein, 2013; Shomstein & Johnson, 2013).”
BackgroundJarbo, K., & Verstynen, T. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.2636-14.2015 · Cited by 221 · see citing works
The past, present, and future of selection history
Anderson, B. A., Kim, H., Kim, A. J., Liao, M., Mrkonja, L., Clement, A., & Grégoire, L. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.09.004 · Cited by 197 · see citing works
Neurobiology of value-driven attention
Anderson, B. A. (2018) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2018.11.004 · Cited by 132 · see citing works
Affective and motivational control of vision
Vuilleumier, P. (2015) · Current Opinion in Neurology · doi:10.1097/wco.0000000000000159 · Cited by 126 · see citing works
Implicit guidance of attention: The priority state space framework
Todd, R. M., & Manaligod, M. G. M. (2017) · Cortex · doi:10.1016/j.cortex.2017.08.001 · Cited by 124 · see citing works
Reward modulates perception in binocular rivalry
Marx, S., & Einhäuser, W. (2015) · Journal of Vision · doi:10.1167/15.1.11 · Cited by 89 · see citing works
Multiple influences of reward on perception and attention
Pessoa, L. (2014) · Visual Cognition · doi:10.1080/13506285.2014.974729 · Cited by 77 · see citing works
Reward-Based Transfer From Bottom-Up to Top-Down Search Tasks
Lee, J., & Shomstein, S. (2014) · Psychological Science · doi:10.1177/0956797613509284 · Cited by 70 · see citing works
Self-citationAnatomy and white matter connections of the orbitofrontal gyrus
Burks, J. D., Conner, A. K., Bonney, P. A., Glenn, C. A., Baker, C. M., Boettcher, L. B., Briggs, R. G., OʼDonoghue, D. L., Wu, D. H., & Sughrue, M. E. (2017) · Journal of neurosurgery · doi:10.3171/2017.3.jns162070 · Cited by 66 · see citing works
Object-based attention in real-world scenes.
Malcolm, G. L., & Shomstein, S. (2015) · Journal of Experimental Psychology General · doi:10.1037/xge0000060 · Cited by 64 · see citing works
Self-citationReward-Priming of Location in Visual Search
Hickey, C., Chelazzi, L., & Theeuwes, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0103372 · Cited by 63 · see citing works
Modulation of spatial attention by goals, statistical learning, and monetary reward
Jiang, Y. V., Sha, L. Z., & Remington, R. W. (2015) · Attention Perception & Psychophysics · doi:10.3758/s13414-015-0952-z · Cited by 58 · see citing works
Shaping Attention With Reward: Effects of Reward on Space- and Object-Based Selection
Shomstein, S., & Johnson, J. (2013) · Psychological Science · doi:10.1177/0956797613490743 · Cited by 58 · see citing works
Self-citationMotivational Salience Modulates Early Visual Cortex Responses across Task Sets
Rossi, V., Vanlessen, N., Bayer, M., Graß, A., Pourtois, G., & Schacht, A. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01093 · Cited by 54 · see citing works
The Architecture of Object-Based Attention
Cavanagh, P., Caplovitz, G. P., Lytchenko, T. K., Maechler, M. R., Tse, P. U., & Sheinberg, D. L. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02281-7 · Cited by 52 · see citing works
Mechanisms of value-learning in the guidance of spatial attention
Anderson, B. A., & Kim, H. (2018) · Cognition · doi:10.1016/j.cognition.2018.05.005 · Cited by 45 · see citing works
The effect of reward on orienting and reorienting in exogenous cuing
Bucker, B., & Theeuwes, J. (2014) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-014-0278-7 · Cited by 47 · see citing works
Wei, P., Wang, D., & Ji, L. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv097 · Cited by 44 · see citing works
Reward associations and spatial probabilities produce additive effects on attentional selection
Stankevich, B. A., & Geng, J. J. (2014) · Attention Perception & Psychophysics · doi:10.3758/s13414-014-0720-5 · Cited by 44 · see citing works
Reward breaks through center‐surround inhibition via anterior insula
Wang, L., Yu, H., Hu, J., Theeuwes, J., Gong, X., Xiang, Y., Jiang, C., & Zhou, X. (2015) · Human Brain Mapping · doi:10.1002/hbm.23004 · Cited by 44 · see citing works
The snooze of lose: Rapid reaching reveals that losses are processed more slowly than gains.
Chapman, C. S., Gallivan, J. P., Wong, J. D., Wispinski, N. J., & Enns, J. T. (2015) · Journal of Experimental Psychology General · doi:10.1037/xge0000085 · Cited by 36 · see citing works
Shomstein, S., & Gottlieb, J. P. (2016) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2016.05.021 · Cited by 34 · see citing works
Self-citationCingulate neglect in humans: Disruption of contralesional reward learning in right brain damage
Lecce, F., Rotondaro, F., Bonnı̀, S., Carlesimo, G. A., de Schotten, M. T., Tomaiuolo, F., & Doricchi, F. (2014) · Cortex · doi:10.1016/j.cortex.2014.08.008 · Cited by 33 · see citing works
Choi, E. J., Vandewouw, M. M., de Villa, K., Inoue, T., & Taylor, M. J. (2023) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2023.101258 · Cited by 29 · see citing works
How do magnitude and frequency of monetary reward guide visual search?
Won, B.-Y., & Leber, A. B. (2016) · Attention Perception & Psychophysics · doi:10.3758/s13414-016-1154-z · Cited by 24 · see citing works
The neural and cognitive architecture for learning from a small sample
Cortese, A., Martino, B. D., & Kawato, M. (2019) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2019.02.011 · Cited by 29 · see citing works
Jia, Y., Cui, L., Pollmann, S., & Wei, P. (2021) · Physiology & Behavior · doi:10.1016/j.physbeh.2021.113369 · Cited by 23 · see citing works
Neural correlates of attentional capture by stimuli previously associated with social reward
Kim, A. J., & Anderson, B. A. (2019) · Cognitive Neuroscience · doi:10.1080/17588928.2019.1585338 · Cited by 24 · see citing works
Funny money: the attentional role of monetary feedback detached from expected value
Roper, Z. J. J., & Vecera, S. P. (2016) · Attention Perception & Psychophysics · doi:10.3758/s13414-016-1147-y · Cited by 20 · see citing works
Spatial priming in ecologically relevant reference frames
Tower-Richardi, S. M., Leber, A. B., & Golomb, J. D. (2015) · Attention Perception & Psychophysics · doi:10.3758/s13414-015-1002-6 · Cited by 18 · see citing works
Neural evidence for automatic value-modulated approach behaviour
Kim, H., & Anderson, B. A. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.12.050 · Cited by 18 · see citing works
Dissociating location-based and object-based cue validity effects in object-based attention
Chou, W., & Yeh, S. (2017) · Vision Research · doi:10.1016/j.visres.2017.11.008 · Cited by 17 · see citing works
The modulation of reward priority by top-down knowledge
Stankevich, B. A., & Geng, J. J. (2015) · Visual Cognition · doi:10.1080/13506285.2014.981626 · Cited by 15 · see citing works
Kim, J., Hwang, E., Shin, H., Gil, Y.-H., & Lee, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261298 · Cited by 13 · see citing works
Self-citationDrummond, L., & Shomstein, S. (2013) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2013.00088 · Cited by 13 · see citing works
Self-citationMeyer, K. N., Davidow, J. Y., Dijk, K. R. A. V., Santillana, R. M., Snyder, J., Bustamante, C. M. V., Hollinshead, M., Rosen, B. R., Somerville, L. H., & Sheridan, M. A. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117629 · Cited by 11 · see citing works
Wegner‐Clemens, K., Malcolm, G. L., & Shomstein, S. (2024) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1675 · Cited by 9 · see citing works
Self-citationReward makes the rhythmic sampling of spatial attention emerge earlier
Su, Z., Wang, L., Kang, G., & Zhou, X. (2021) · Attention Perception & Psychophysics · doi:10.3758/s13414-020-02226-5 · Cited by 7 · see citing works
Neural Mechanisms of Reward-by-Cueing Interactions: ERP Evidence
Li, X., Zhang, M., Wu, L., Zhang, Q., & Wei, P. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.608427 · Cited by 5 · see citing works
The impact and mechanism of gaze cues on object-based attention
Chi, Y. A. N., Gao, Y., Hu, S., Song, F., Wang, Y., & Zhao, J. (2022) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2022.00748 · Cited by 5 · see citing works
Attending globally or locally: Incidental learning of optimal visual attention allocation.
Beck, M. R., Goldstein, R. R., van Lamsweerde, A. E., & Ericson, J. M. (2017) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/xlm0000428 · Cited by 5 · see citing works
Cortical and subcortical substrates of minutes and days-long object value memory in humans
Farmani, S., Sharifi, K., & Ghazizadeh, A. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhae006 · Cited by 4 · see citing works
From learned value to sustained bias: how reward conditioning changes attentional priority
Meyer, K. N., Hopfinger, J. B., Vidrascu, E. M., Boettiger, C. A., Robinson, D. L., & Sheridan, M. A. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1354142 · Cited by 4 · see citing works
Object-based selection modulates top-down attentional shifts
Nishida, S., Shibata, T., & Ikeda, K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00090 · Cited by 3 · see citing works
It’s about location, location, location: Absolute and relative stimulus positions in action control
Münster, N. D., Schmalbrock, P., & Frings, C. (2025) · Attention Perception & Psychophysics · doi:10.3758/s13414-025-03062-1 · Cited by 1 · see citing works
Human and algorithmic visual attention in driving tasks
Chen, Z., Li, P., Jin, B., You, S., Chan, K. I., Zhang, Y.-Q., Zhou, G., & Gong, J. (2026) · npj Artificial Intelligence · doi:10.1038/s44387-026-00079-1 · Cited by 1 · see citing works
Attentional Capture for Simple Shapes from Gamified Visual Search Training
Palmer, E. M., Davies, L., Nguyen, D. T., Berndt, M., & Miranda, A. T. (2014) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931214581371 · Cited by 1 · see citing works
The neural and cognitive architecture for learning from a small samplePreprint
Cortese, A., Martino, B. D., & Kawato, M. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1810.02476 · Cited by 1 · see citing works
The manifold role of reward value on visual attention
Roper, Z. J. J., Vaidya, J. G., Vecera, S. P., Wasserman, E. A., Hazeltine, E., & Voss, M. (2015) · doi:10.17077/etd.5qy3qyg9
An Introduction to the Mechanisms and Influence Factors of Object-Based Attention
Zhao, X., Jie, Y. U. A. N., Yining, X. U., & Fu, S. (2014) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2014.01708
Beaudoin‐Gobert, M., Benistant, F., de Lanversin, M., Javouhay, J., Jacquin‐Courtois, S., Gilles Rode, A., Rossetti, Y., & Luauté, J. (2023) · medRxiv · doi:10.1101/2023.01.12.23284487
Intrinsic rewards guide visual resource allocation via reinforcement learningPreprint
Tomić, I., Raimundo, R., & Bays, P. M. (2026) · bioRxiv · doi:10.1101/2025.04.25.650663
Task-irrelevant semantic grouping influences attentional allocation
Robbins, E., Nah, J. C., Dubbelde, D., & Shomstein, S. (2025) · Attention Perception & Psychophysics · doi:10.3758/s13414-025-03192-6
Self-citationTop-down motivation both decreases and increases feature interference following a saccade
Chiu, T.-Y., & Golomb, J. D. (2026) · Psychonomic Bulletin & Review · doi:10.3758/s13423-026-02907-6
Intrinsic rewards guide visual resource allocation via reinforcement learning
Tomić, I., Raimundo, R., & Bays, P. M. (2026) · Nature Human Behaviour · doi:10.1038/s41562-026-02573-7
- Authors
- Lee, J., & Shomstein, S.
- Affiliations
- George Washington University (US)
- ORCID
- Venue
- Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2013-06-26
- Volume
- 33
- Issue
- 26
- Pages
- 10625-10633
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC3693052
- OpenAlex
- W2020741642
- Cited by
- 56
- References
- 40
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 3 · 2023: 3 · 2022: 1 · 2021: 5 · 2020: 1 · 2019: 2 · 2018: 4 · 2017: 6 · 2016: 3 · 2015: 10 · 2014: 9 · 2013: 3
- FWCI
- 4.57
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Neuroscience (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (1059523)
- National Institutes of Health
- National Eye Institute (R21EY021644)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Keywords
- reward, attention allocation, space-based attention, object-based attention, selective attention, early visual cortex, reward contingency, event-related fMRI
- MeSH terms
- Adult, Analysis of Variance, Attention, Behavior, Brain, Cues, Data Interpretation, Statistical, Female, Form Perception, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Oxygen, Photic Stimulation, Psychomotor Performance, Reinforcement Schedule, Reward, Space Perception, Signal Detection, Psychological, Young Adult
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