Neuronal correlates of the set-size effect in monkey lateral intraparietal area
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It has long been known that the brain is limited in the amount of sensory information that it can process at any given time. A well-known form of capacity limitation in vision is the set-size effect, whereby the time needed to find a target increases in the presence of distractors. The set-size effect implies that inputs from multiple objects interfere with each other, but the loci and mechanisms of this interference are unknown. Here we show that the set-size effect has a neural correlate in competitive visuo-visual interactions in the lateral intraparietal area, an area related to spatial attention and eye movements. Monkeys performed a covert visual search task in which they discriminated the orientation of a visual target surrounded by distractors. Neurons encoded target location, but responses associated with both target and distractors declined as a function of distractor number (set size). Firing rates associated with the target in the receptive field correlated with reaction time both within and across set sizes. The findings suggest that competitive visuo-visual interactions in areas related to spatial attention contribute to capacity limitations in visual searches.
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In that task, the informative cue had value, and lateral intraparietal area neurons continued selecting the cue, showing higher activity if the target E rather than a distractor was in their receptive field.
“Nevertheless the informative cue had value, and neurons in the lateral intraparietal area continued selecting the cue, showing much higher activity if the “E” rather than a distractor was in their receptive field (Balan and Gottlieb, 2009; Balan et al., 2008; Oristaglio et al., 2006) (Fig. 4B).”
From Attention, learning, and the value of information (2012) · cites this paper as Balan et al., 2008
Neural responses to target selection can be flexibly linked with action, being coupled with a shift of gaze, a skeletal response, or no immediate motor action.
“Experiments that dissociate visual selection from motor output show that neural responses to target selection can be flexibly linked with action – for example, being coupled with a shift of gaze, with a skeletal response or with no immediate motor action (Balan et al., 2008; Bisley and Goldberg, 2003; Schall et al., 2011).”
From Attention, learning, and the value of information (2012) · cites this paper as Balan et al., 2008
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Cites
Draper, N. R., & Smith, H. (2005) · Technometrics · doi:10.1198/tech.2005.s303 · Cited by 17,993 · see citing works
(1966) · Medical Entomology and Zoology · Cited by 10,293 · see citing works
Neural Mechanisms of Selective Visual Attention
Desimone, R., & Duncan, J. (1995) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.18.030195.001205 · Cited by 8,388 · see citing works
Computational modelling of visual attention
Itti, L., & Koch, C. (2001) · Nature Reviews Neuroscience · doi:10.1038/35058500 · Cited by 4,733 · see citing works
Gunst, R. F., Draper, N. R., & Smith, H. C. (1999) · Technometrics · doi:10.2307/1270576 · Cited by 3,795 · see citing works
Guided Search 2.0 A revised model of visual search
Wolfe, J. M. (1994) · Psychonomic Bulletin & Review · doi:10.3758/bf03200774 · Cited by 3,499 · see citing works
Shadlen, M. N., & Newsome, W. T. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-10-03870.1998 · Cited by 2,178 · 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
Roitman, J. D., & Shadlen, M. N. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-21-09475.2002 · Cited by 1,589 · cited 1× · see citing works
“In contrast with the constancy in the ROC signal, however, we found that the firing rates associated with the target itself did reliably correlate with reaction time (see also [15,16]).”
BackgroundCompetitive Mechanisms Subserve Attention in Macaque Areas V2 and V4
Reynolds, J. H., Chelazzi, L., & Desimone, R. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-05-01736.1999 · Cited by 1,236 · see citing works
Coding of intention in the posterior parietal cortex
Snyder, L. H., Batista, A. P., & Andersen, R. A. (1997) · Nature · doi:10.1038/386167a0 · Cited by 1,103 · see citing works
The representation of visual salience in monkey parietal cortex
Gottlieb, J. P., Kusunoki, M., & Goldberg, M. E. (1998) · Nature · doi:10.1038/35135 · Cited by 1,078 · see citing works
Matching Behavior and the Representation of Value in the Parietal Cortex
Sugrue, L. P., Corrado, G. S., & Newsome, W. T. (2004) · Science · doi:10.1126/science.1094765 · Cited by 1,030 · see citing works
Compulsory averaging of crowded orientation signals in human vision
Parkes, L., Lund, J. S., Angelucci, A., Solomon, J., & Morgan, M. (2001) · Nature Neuroscience · doi:10.1038/89532 · Cited by 937 · see citing works
Crowding is unlike ordinary masking: Distinguishing feature integration from detection
Pelli, D. G., Palomares, M. C., & Majaj, N. J. (2004) · Journal of Vision · doi:10.1167/4.12.12 · Cited by 832 · see citing works
Shadlen, M., Britten, K., Newsome, W., & Movshon, J. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-04-01486.1996 · Cited by 824 · see citing works
Neuronal Activity in the Lateral Intraparietal Area and Spatial Attention
Bisley, J. W., & Goldberg, M. E. (2003) · Science · doi:10.1126/science.1077395 · Cited by 821 · see citing works
A representation of the hazard rate of elapsed time in macaque area LIP
Janssen, P., & Shadlen, M. N. (2005) · Nature Neuroscience · doi:10.1038/nn1386 · Cited by 601 · see citing works
Cortico–basal ganglia circuit mechanism for a decision threshold in reaction time tasks
Lo, C.-C., & Wang, X.-J. (2006) · Nature Neuroscience · doi:10.1038/nn1722 · Cited by 505 · see citing works
From Thought to Action: The Parietal Cortex as a Bridge between Perception, Action, and Cognition
Gottlieb, J. P. (2007) · Neuron · doi:10.1016/j.neuron.2006.12.009 · Cited by 499 · see citing works
Modulation of Neuronal Activity in Superior Colliculus by Changes in Target Probability
Basso, M. A., & Wurtz, R. H. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-18-07519.1998 · Cited by 474 · see citing works
Neural Mechanisms of Visual Attention: How Top-Down Feedback Highlights Relevant Locations
Saalmann, Y. B., Pigarev, I. N., & Vidyasagar, T. R. (2007) · Science · doi:10.1126/science.1139140 · Cited by 428 · see citing works
Neuronal Basis of Covert Spatial Attention in the Frontal Eye Field
Thompson, K. G., Biscoe, K. L., & Sato, T. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.0741-05.2005 · Cited by 416 · see citing works
Verghese, P. (2001) · Neuron · doi:10.1016/s0896-6273(01)00392-0 · Cited by 347 · see citing works
Modulation of Sensory Suppression: Implications for Receptive Field Sizes in the Human Visual Cortex
Kästner, S., Weerd, P. D., Pinsk, M. A., Elizondo, M. I., Desimone, R., & Ungerleider, L. G. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.86.3.1398 · Cited by 289 · see citing works
Ben Hamed, S., Duhamel, J.-R., Bremmer, F., & Graf, W. (2001) · Experimental Brain Research · doi:10.1007/s002210100785 · Cited by 242 · see citing works
Changes in Visual Receptive Fields with Microstimulation of Frontal Cortex
Armstrong, K. M., Fitzgerald, J. K., & Moore, T. (2006) · Neuron · doi:10.1016/j.neuron.2006.05.010 · Cited by 241 · see citing works
Saccadic target selection deficits after lateral intraparietal area inactivation in monkeys
Wardak, C., Olivier, E., & Duhamel, J.-R. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-22-09877.2002 · Cited by 203 · see citing works
Brian Mcelree, A., & Carrasco, M. (1999) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.25.6.1517 · Cited by 196 · see citing works
The contribution of covert attention to the set-size and eccentricity effects in visual search.
Carrasco, M., & Yeshurun, Y. (1998) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.24.2.673 · Cited by 195 · see citing works
A Deficit in Covert Attention after Parietal Cortex Inactivation in the Monkey
Wardak, C., Olivier, E., & Duhamel, J. (2004) · Neuron · doi:10.1016/s0896-6273(04)00185-0 · Cited by 186 · see citing works
A cognitive signal for the proactive timing of action in macaque LIP
Maimon, G., & Assad, J. A. (2006) · Nature Neuroscience · doi:10.1038/nn1716 · Cited by 185 · see citing works
Why are there eccentricity effects in visual search? Visual and attentional hypotheses
Wolfe, J. M., O'Neill, P. E., & Bennett, S. C. (1998) · Perception & Psychophysics · doi:10.3758/bf03211924 · Cited by 185 · see citing works
Ipata, A. E., Gee, A. L., Goldberg, M. E., & Bisley, J. W. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.5074-05.2006 · Cited by 173 · see citing works
Responses of MT and MST Neurons to One and Two Moving Objects in the Receptive Field
Recanzone, G. H., Wurtz, R. H., & Schwarz, U. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.78.6.2904 · Cited by 171 · see citing works
LIP responses to a popout stimulus are reduced if it is overtly ignored
Ipata, A. E., Gee, A. L., Gottlieb, J. P., Bisley, J. W., & Goldberg, M. E. (2006) · Nature Neuroscience · doi:10.1038/nn1734 · Cited by 161 · see citing works
Temporal Processing of Saccade Targets in Parietal Cortex Area LIP During Visual Search
Thomas, N., & Paré, M. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00413.2006 · Cited by 146 · see citing works
Is there a signal in the noise?
Shadlen, M. N., & Newsome, W. T. (1995) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(95)80033-6 · Cited by 145 · see citing works
Effects of Attention on MT and MST Neuronal Activity During Pursuit Initiation
Recanzone, G. H., & Wurtz, R. H. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.2.777 · Cited by 131 · see citing works
McElree, B., & Carrasco, M. (1999) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.25.6.1517 · Cited by 115 · see citing works
Oristaglio, J., Schneider, D. M., Balan, P. F., & Gottlieb, J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1779-06.2006 · Cited by 102 · see citing works
Reliability of Macaque Frontal Eye Field Neurons Signaling Saccade Targets during Visual Search
Bichot, N. P., Thompson, K. G., Rao, S. C., & Schall, J. D. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-02-00713.2001 · Cited by 100 · see citing works
Covert orienting of attention in macaques. I. Effects of behavioral context
Bowman, E. M., Brown, V. J., Kertzman, C., Schwarz, U., & Robinson, D. L. (1993) · Journal of Neurophysiology · doi:10.1152/jn.1993.70.1.431 · Cited by 96 · see citing works
Integration of Exogenous Input into a Dynamic Salience Map Revealed by Perturbing Attention
Balan, P. F., & Gottlieb, J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1898-06.2006 · Cited by 95 · see citing works
Using Neuronal Latency to Determine Sensory–Motor Processing Pathways in Reaction Time Tasks
DiCarlo, J. J., & Maunsell, J. H. R. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00508.2004 · Cited by 75 · see citing works
Effects of Search Efficiency on Surround Suppression During Visual Selection in Frontal Eye Field
Schall, J. D., Sato, T., Thompson, K. G., Vaughn, A. A., & Juan, C.-H. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00780.2003 · Cited by 72 · see citing works
Competitive Stimulus Interactions within Single Response Fields of Superior Colliculus Neurons
Li, X., & Basso, M. A. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.3825-05.2005 · Cited by 66 · see citing works
Stimulus probability directs spatial attention: an enhancement of sensitivity in humans and monkeys
Ciaramitaro, V. M., Cameron, E. L., & Glimcher, P. W. (2001) · Vision Research · doi:10.1016/s0042-6989(00)00203-0 · Cited by 50 · see citing works
Gottlieb, J. P., Makoto Kusunoki, A., & Goldberg, M. E. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhi002 · Cited by 46 · see citing works
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A category-free neural population supports evolving demands during decision-making
Raposo, D. C., Kaufman, M. T., & Churchland, A. K. (2014) · Nature Neuroscience · doi:10.1038/nn.3865 · Cited by 474 · see citing works
Neural Mechanisms of Speed-Accuracy Tradeoff
Heitz, R. P., & Schall, J. D. (2012) · Neuron · doi:10.1016/j.neuron.2012.08.030 · Cited by 373 · see citing works
Variance as a signature of neural computations during decision making
Churchland, A. K., Kiani, R., Chaudhuri, R., Wang, X.-J., Pouget, A., & Shadlen, M. N. (2011) · Neuron · doi:10.1016/j.neuron.2010.12.037 · Cited by 350 · see citing works
“The lower average rate is probably not explained by amechanism that invokes less excitation or greater suppression on all trials, owing perhaps to greater uncertainty (Basso and Wurtz, 1998), or normalization (Tolhurst and Heeger, 1997), or surround inhibition (Balan et al., 2008).”
BackgroundReward value-based gain control: divisive normalization in parietal cortex
Louie, K., Grattan, L. E., & Glimcher, P. W. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1237-11.2011 · Cited by 308 · see citing works
“In a covert visual search task, LIP neurons show graded activity that declines with the number of presented distractors (Balan et al., 2008).”
BackgroundAttention, learning, and the value of information
Gottlieb, J. (2012) · Neuron · doi:10.1016/j.neuron.2012.09.034 · Cited by 241 · see citing works
“Nevertheless the informative cue had value, and neurons in the lateral intraparietal area continued selecting the cue, showing much higher activity if the ‘‘E’’ rather than a distractor was in their receptive field (Balan and Gottlieb, 2009; Balan et al., 2008; Oristaglio et al., 2006; Figure 4B).”
BackgroundReward 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
The what, where, and why of priority maps and their interactions with visual working memory
Zelinsky, G. J., & Bisley, J. W. (2015) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12606 · Cited by 223 · see citing works
Working Memory and Decision-Making in a Frontoparietal Circuit Model
Murray, J. D., Jaramillo, J., & Wang, X. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.0343-17.2017 · Cited by 199 · see citing works
Wardak, C., Hamed, S. B., Olivier, E., & Duhamel, J. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00039 · Cited by 194 · see citing works
From salience to saccades: multiple-alternative gated stochastic accumulator model of visual search
Purcell, B. A., Schall, J. D., Logan, G. D., & Palmeri, T. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.4622-11.2012 · Cited by 179 · see citing works
Spikes not slots: noise in neural populations limits working memory
Bays, P. M. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.06.004 · Cited by 179 · see citing works
Reciprocal relations between cognitive neuroscience and formal cognitive models: opposites attract?
Forstmann, B. U., Wagenmakers, E., Eichele, T., Brown, S. D., & Serences, J. T. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.04.002 · Cited by 172 · see citing works
Neural dynamics and circuit mechanisms of decision-making
Wang, X. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.08.006 · Cited by 136 · 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
Spatial and non-spatial functions of the parietal cortex
Gottlieb, J. P., & Snyder, L. H. (2010) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2010.09.015 · Cited by 106 · see citing works
Neural mechanisms of saccade target selection: gated accumulator model of the visual-motor cascade
Schall, J. D., Purcell, B. A., Heitz, R. P., Logan, G. D., & Palmeri, T. J. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07715.x · Cited by 94 · see citing works
A pure salience response in posterior parietal cortex
Arcizet, F., Mirpour, K., & Bisley, J. W. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr035 · Cited by 90 · see citing works
Melcher, D., & Manuela Piazza, A. (2011) · PLoS ONE · doi:10.1371/journal.pone.0029296 · Cited by 90 · see citing works
Surround Suppression Sharpens the Priority Map in the Lateral Intraparietal Area
Falkner, A. L., Krishna, B. S., & Goldberg, M. E. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2327-10.2010 · Cited by 85 · see citing works
A resource-rational theory of set size effects in human visual working memory
van den Berg, R., & Ma, W. J. (2018) · eLife · doi:10.7554/elife.34963 · Cited by 85 · see citing works
Been There, Seen That: A Neural Mechanism for Performing Efficient Visual Search
Mirpour, K., Arcizet, F., Ong, W. S., & Bisley, J. W. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00688.2009 · Cited by 83 · see citing works
Functional Significance of Nonspatial Information in Monkey Lateral Intraparietal Area
Balan, P. F., & Gottlieb, J. P. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.0243-09.2009 · Cited by 78 · see citing works
Neural Basis of the Set-Size Effect in Frontal Eye Field: Timing of Attention During Visual Search
Cohen, J. Y., Heitz, R. P., Woodman, G. F., & Schall, J. D. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00035.2009 · Cited by 75 · see citing works
Parietal neurons encode information sampling based on decision uncertainty
Horan, M., Daddaoua, N., & Gottlieb, J. P. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0440-1 · Cited by 71 · see citing works
New advances in understanding decisions among multiple alternatives
Churchland, A. K., & Ditterich, J. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.04.009 · Cited by 72 · see citing works
Frontal Eye Field Activity Enhances Object Identification During Covert Visual Search
Monosov, I. E., & Thompson, K. G. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00750.2009 · Cited by 68 · see citing works
Spatial Interactions in the Superior Colliculus Predict Saccade Behavior in a Neural Field Model
Marino, R. A., Trappenberg, T. P., Dorris, M. C., & Munoz, D. P. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00139 · Cited by 62 · see citing works
Purcell, B. A., Weigand, P. K., & Schall, J. D. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.6386-11.2012 · Cited by 57 · see citing works
The relationship between spatial attention and saccades in the frontoparietal network of the monkey
Wardak, C., Olivier, E., & Duhamel, J. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07710.x · Cited by 57 · see citing works
Monosov, I. E., Sheinberg, D. L., & Thompson, K. G. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002870107 · Cited by 45 · see citing works
Gottlieb, J. P., Balan, P. F., Oristaglio, J., & Mototaka Suzuki, A. (2008) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2008.09.013 · Cited by 46 · see citing works
Reppert, T. R., Servant, M., Heitz, R. P., & Schall, J. D. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00887.2017 · Cited by 45 · see citing works
Shushruth, S., Mazurek, M. E., & Shadlen, M. N. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.0668-18.2018 · Cited by 45 · see citing works
Mechanisms of competitive selection: A canonical neural circuit framework
Mysore, S. P., & Kothari, N. B. (2020) · eLife · doi:10.7554/elife.51473 · Cited by 40 · see citing works
Heitz, R. P., & Schall, J. D. (2013) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0071 · Cited by 42 · see citing works
Frontoparietal theta activity supports behavioral decisions in movement-target selection
Rawle, C. J., Miall, R. C., & Praamstra, P. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00138 · Cited by 40 · see citing works
Modulation of shifting receptive field activity in frontal eye field by visual salience
Joiner, W. M., Cavanaugh, J. R., & Wurtz, R. H. (2011) · Journal of Neurophysiology · doi:10.1152/jn.01054.2010 · Cited by 38 · see citing works
Visual search in barn owls: Task difficulty and saccadic behavior
Orlowski, J., Ben‐Shahar, O., & Wagner, H. (2018) · Journal of Vision · doi:10.1167/18.1.4 · Cited by 35 · see citing works
Shomstein, S., & Gottlieb, J. P. (2016) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2016.05.021 · Cited by 34 · see citing works
Object-finding skill created by repeated reward experience
Ghazizadeh, A., Griggs, W. S., & Hikosaka, O. (2016) · Journal of Vision · doi:10.1167/16.10.17 · Cited by 33 · see citing works
Botly, L. C. P., & Rosa, E. D. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr331 · Cited by 31 · see citing works
Dissociating activity in the lateral intraparietal area from value using a visual foraging task
Mirpour, K., & Bisley, J. W. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1120763109 · Cited by 26 · see citing works
The importance of decision onset
Teichert, T., Grinband, J., & Ferrera, V. P. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00274.2015 · Cited by 24 · see citing works
Time Course of Motor Preparation during Visual Search with Flexible Stimulus-Response Association
Katnani, H. A., & Gandhi, N. J. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.0850-13.2013 · Cited by 23 · see citing works
Nishida, S., Tanaka, T., Shibata, T., Ikeda, K., Aso, T., & Ogawa, T. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht031 · Cited by 19 · see citing works
Production, Control, and Visual Guidance of Saccadic Eye Movements
Schall, J. D. (2013) · ISRN Neurology · doi:10.1155/2013/752384 · Cited by 18 · see citing works
A probabilistic, distributed, recursive mechanism for decision-making in the brain
Caballero, J. A., Humphries, M. D., & GURNEY, K. N. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006033 · Cited by 15 · see citing works
Perception and Action Selection Dissociate Human Ventral and Dorsal Cortex
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Uncertainty modulates visual maps during noninstrumental information demand
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Having More Choices Changes How Human Observers Weight Stable Sensory Evidence
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Tanaka, T., Nishida, S., Aso, T., & Ogawa, T. (2012) · European Journal of Neuroscience · doi:10.1111/ejn.12100 · Cited by 14 · see citing works
Extrafoveal preview benefit during free-viewing visual search in the monkey
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Evidence for differential top-down and bottom-up suppression in posterior parietal cortex
Mirpour, K., & Bisley, J. W. (2013) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0069 · Cited by 12 · see citing works
Information processing bottlenecks in macaque posterior parietal cortex: an attentional blink?
Maloney, R. T., Jayakumar, J., Levichkina, E. V., Pigarev, I. N., & Vidyasagar, T. R. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3569-2 · Cited by 9 · see citing works
Activity in LIP, But not V4, Matches Performance When Attention is Spread
Arcizet, F., Mirpour, K., Foster, D. J., & Bisley, J. W. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx274 · Cited by 10 · see citing works
Nishida, S., Tanaka, T., & Ogawa, T. (2013) · Journal of Neurophysiology · doi:10.1152/jn.00360.2013 · Cited by 9 · see citing works
Booras, A., Stevenson, T., McCormack, C. N., Rhoads, M. E., & Hanks, T. D. (2021) · Scientific Reports · doi:10.1038/s41598-021-92470-y · Cited by 13 · see citing works
The search for the neural mechanisms of the set size effect
Jerde, T. A., Ikkai, A., & Curtis, C. E. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07717.x · Cited by 9 · see citing works
Set-Size Effects and the Neural Representation of Value
Louie, K., & Glimcher, P. W. (2011) · Elsevier eBooks · doi:10.1016/b978-0-12-381431-9.00007-3 · Cited by 8 · see citing works
The Neurodynamic Decision Variable in Human Multi-alternative Perceptual Choice
Kohl, C., Spieser, L., Förster, B., Bestmann, S., & Yarrow, K. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01347 · Cited by 6 · see citing works
A Multi-Area Stochastic Model for a Covert Visual Search Task
Schwemmer, M. A., Feng, S. F., Holmes, P. J., Gottlieb, J. P., & Cohen, J. D. (2015) · PLoS ONE · doi:10.1371/journal.pone.0136097 · Cited by 7 · see citing works
The effects of distractors and spatial precues on covert visual search in macaque
Lee, B.-T., & McPeek, R. M. (2012) · Vision Research · doi:10.1016/j.visres.2012.10.007 · Cited by 7 · see citing works
Zhang, W., Falkner, A. L., Krishna, B. S., Goldberg, M. E., & Miller, K. D. (2016) · Neuron · doi:10.1016/j.neuron.2016.11.023 · Cited by 5 · see citing works
Selective influence and sequential operations: A research strategy for visual search
Lowe, K. A., Reppert, T. R., & Schall, J. D. (2019) · Visual Cognition · doi:10.1080/13506285.2019.1659896 · Cited by 7 · see citing works
Tanaka, T., Nishida, S., & Ogawa, T. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00043.2015 · Cited by 5 · see citing works
Balan, P. F., & Gottlieb, J. P. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00302.2009 · Cited by 3 · see citing works
Cohen, J. Y., Heitz, R. P., Woodman, G. F., & Schall, J. D. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00403.2009 · Cited by 3 · see citing works
A resource-rational theory of set size effects in visual working memoryPreprint
van den Berg, R., & Ma, W. J. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/151365 · Cited by 4 · see citing works
Reprint of: The effects of distractors and spatial precues on covert visual search in macaque
Lee, B.-T., & McPeek, R. M. (2013) · Vision Research · doi:10.1016/j.visres.2013.05.002 · Cited by 2 · see citing works
Atabaki, A., Marciniak, K., Dicke, P. W., Karnath, H. ‐., & Thier, P. (2013) · European Journal of Neuroscience · doi:10.1111/ejn.12427 · Cited by 2 · see citing works
Nishida, S., Tanaka, T., & Ogawa, T. (2014) · Journal of Neurophysiology · doi:10.1152/jn.00262.2014 · Cited by 2 · see citing works
Perceptual modulation of parietal activity during urgent saccadic choicesPreprint
Seideman, J. A., Salinas, E., & Stanford, T. R. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2019.12.12.874313 · Cited by 2 · see citing works
Extensions and applications of stochastic accumulator models in attention and decision making
Feng, S. F. (2012) · Cited by 1 · see citing works
Comparative Tasks for Comparative Neurophysiology
Mattfeld, A. T. (2022) · Neuromethods · doi:10.1007/978-1-0716-2631-3_9 · Cited by 1 · see citing works
Atabaki, A., Dicke, P. W., Karnath, H. ‐., & Thier, P. (2013) · European Journal of Neuroscience · doi:10.1111/ejn.12139
Competition between visual stimuli in the monkey parietal cortex
Falkner, A. L. (2012) · doi:10.7916/d8794bpx
eye field by visual salience Modulation of shifting receptive field activity in frontal
Cavanaugh, J. R., & Wurtz, R. H. (2011)
A Probabilistic, Distributed, Recursive Mechanism for Decision-making in the BrainPreprint
Caballero, J. A., Humphries, M. D., & Gurney, K. N. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/036277
The role of posterior parietal cortex in multisensory decision-making
Raposo, D. C. (2016) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Specialized Signals for Spatial Attention in the Ventral and Dorsal Visual Streams
Polosecki, P. I. (2025) · Digital Commons - RU (Rockefeller University) · doi:10.48496/ksjq-rv55
Eye Movement Planning and Control
Bisley, J. W. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-809324-5.24125-4
Brain bases of the automaticity via visual search task
Bueichekú, E. (2016) · doi:10.6035/14023.2016.375602
Brain bases of the automaticity via visual search task
Bueichekú, E. (2016) · doi:10.6035/14109.2016.375602
- Authors
- Balan, P. F., Oristaglio, J., Schneider, D. M., & Gottlieb, J.
- Affiliations
- Columbia University (US)
- Corresponding author
- Gottlieb, Jacqueline
- Venue
- PLoS Biology
- Publisher
- Public Library of Science (PLoS)
- Published
- 2008-07-01
- Volume
- 6
- Issue
- 7
- Pages
- e158
- ISSN
- 1544-9173 (ISSN-L)
- 1545-7885
- PMC
- PMC2443194
- OpenAlex
- W1982694564
- Cited by
- 83
- References
- 48
- Citations by year
- 2025: 1 · 2022: 2 · 2021: 1 · 2020: 2 · 2019: 3 · 2018: 7 · 2017: 3 · 2016: 7 · 2015: 5 · 2014: 3 · 2013: 10 · 2012: 13
- FWCI
- 4.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS Biology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- McKnight Endowment Fund for Neuroscience
- Alfred P. Sloan Foundation
- W. M. Keck Foundation
- McKnight Foundation
- National Eye Institute (R01EY014697)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- set-size effect, lateral intraparietal area, visual search, distractor interference, capacity constraints, spatial attention, receptive fields, reaction time
- MeSH terms
- Animals, Behavior, Animal, Discrimination, Psychological, Female, Macaca mulatta, Male, Neurons, Parietal Lobe, Pattern Recognition, Visual, Sensory Thresholds, Size Perception, Visual Perception, Contrast Sensitivity
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.
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