Neural mechanisms of saccade target selection: gated accumulator model of the visual-motor cascade
Open accessAbstract
We review a new computational model developed to understand how evidence about stimulus salience in visual search is translated into a saccade command. The model uses the activity of visually responsive neurons in the frontal eye field as evidence for stimulus salience that is accumulated in a network of stochastic accumulators to produce accurate and timely saccades. We discovered that only when the input to the accumulation process was gated could the model account for the variability in search performance and predict the dynamics of movement neuron discharge rates. This union of cognitive modeling and neurophysiology indicates how the visual-motor transformation can occur, and provides a concrete mapping between neuron function and specific cognitive processes.
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A shift of attention can remain covert or be accompanied by saccades generated by a network including portions of the basal ganglia, superior colliculus, and frontal eye field.
“A shift of attention can remain covert – generating only an improvement in perceptual discrimination – or can be accompanied by saccades – rapid eye movements that are generated by a network of cortical and subcortical structures that includes portions of the basal ganglia, the superior colliculus and the frontal eye field (Schall et al., 2011; Stanford et al., 2010).”
From Attention, learning, and the value of information (2012) · cites this paper as Schall et al., 2011
Recent models of sensorimotor transformation for eye movement control propose a process of gated accumulation, whereby accumulation in saccade movement cells is insulated from visual selection until an eye movement becomes appropriate.
“Recent models synthesizing these findings have proposed a process of gated accumulation, whereby the accumulation of information in saccade movement cells is insulated from visual selection unless (or until) an eye movement becomes appropriate (Lo and Wang, 2006; Purcell et al., 2012; Schall et al., 2011).”
From Attention, learning, and the value of information (2012) · cites this paper as Schall et al., 2011
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 Schall et al., 2011
The capacity for covert attention has been well-established in psychophysical research, and its correlates are found also in the frontal eye field.
“These neural responses are in some respect not surprising because the capacity for covert attention has been well-established in psychophysical research, and its correlates are found also in the frontal eye field (Schall et al., 2011; Thompson et al., 2005).”
From Attention, learning, and the value of information (2012) · cites this paper as Schall et al., 2011
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Cites
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
The Neural Basis of Decision Making
Gold, J. I., & Shadlen, M. N. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.113038 · Cited by 3,764 · see citing works
The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks
Ratcliff, R., & McKoon, G. (2008) · Neural Computation · doi:10.1162/neco.2008.12-06-420 · Cited by 3,059 · see citing works
Feature analysis in early vision: Evidence from search asymmetries.
Treisman, A., & Gormican, S. (1988) · Psychological Review · doi:10.1037/0033-295x.95.1.15 · Cited by 2,260 · see citing works
The time course of perceptual choice: The leaky, competing accumulator model.
Usher, M., & McClelland, J. L. (2001) · Psychological Review · doi:10.1037/0033-295x.108.3.550 · Cited by 2,152 · see citing works
Bogacz, R., Brown, E., Moehlis, J., Holmes, P. J., & Cohen, J. D. (2006) · Psychological Review · doi:10.1037/0033-295x.113.4.700 · Cited by 1,845 · 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
Bundesen, C. (1990) · Psychological Review · doi:10.1037/0033-295x.97.4.523 · Cited by 1,708 · 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
“These linking propositions are supported by the observation that the growth of activity in LIP neurons is stimulus-dependent (Roitman & Shadlen, 2002; Churchland et al., 2008), the effects of middle temporal area and LIP microstimulation on performance (Ditterich et al., 2003; Hanks et al., 2006;…”
BackgroundPrimate frontal eye fields. I. Single neurons discharging before saccades.
Bruce, C. J., & Goldberg, M. E. (1985) · Journal of Neurophysiology · doi:10.1152/jn.1985.53.3.603 · Cited by 1,584 · see citing works
Modeling Response Times for Two-Choice Decisions
Ratcliff, R., & Rouder, J. N. (1998) · Psychological Science · doi:10.1111/1467-9280.00067 · Cited by 1,478 · see citing works
Bayesian inference with probabilistic population codes
Ma, W. J., Beck, J. M., Latham, P. E., & Pouget, A. (2006) · Nature Neuroscience · doi:10.1038/nn1790 · Cited by 1,457 · see citing works
On the time relations of mental processes: An examination of systems of processes in cascade.
McClelland, J. L. (1979) · Psychological Review · doi:10.1037/0033-295x.86.4.287 · Cited by 1,298 · see citing works
Role of the Basal Ganglia in the Control of Purposive Saccadic Eye Movements
Hikosaka, O., Takikawa, Y., & Kawagoe, R. (2000) · Physiological Reviews · doi:10.1152/physrev.2000.80.3.953 · Cited by 1,287 · see citing works
A Comparison of Sequential Sampling Models for Two-Choice Reaction Time.
Ratcliff, R., & Smith, P. L. (2004) · Psychological Review · doi:10.1037/0033-295x.111.2.333 · Cited by 1,227 · see citing works
Selective gating of visual signals by microstimulation of frontal cortex
Moore, T., & Armstrong, K. M. (2003) · Nature · doi:10.1038/nature01341 · Cited by 1,156 · see citing works
Neural Control of Voluntary Movement Initiation
Hanes, D. P., & Schall, J. D. (1996) · Science · doi:10.1126/science.274.5286.427 · Cited by 1,145 · see citing works
Self-citationThe simplest complete model of choice response time: Linear ballistic accumulation
Brown, S. D., & Heathcote, A. (2008) · Cognitive Psychology · doi:10.1016/j.cogpsych.2007.12.002 · Cited by 1,130 · see citing works
Psychology and neurobiology of simple decisions
Smith, P. L., & Ratcliff, R. (2004) · Trends in Neurosciences · doi:10.1016/j.tins.2004.01.006 · Cited by 1,051 · see citing works
Attention, intention, and priority in the parietal lobe
Bisley, J. W., & Goldberg, M. E. (2010) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-060909-152823 · Cited by 1,043 · see citing works
Representation of Confidence Associated with a Decision by Neurons in the Parietal Cortex
Kiani, R., & Shadlen, M. N. (2009) · Science · doi:10.1126/science.1169405 · Cited by 1,027 · see citing works
Memory related motor planning activity in posterior parietal cortex of macaque
Gnadt, J. W., & Andersen, R. A. (1988) · Experimental Brain Research · doi:10.1007/bf00271862 · Cited by 998 · see citing works
The statistical reliability of signals in single neurons in cat and monkey visual cortex
Tolhurst, D. J., Movshon, J. A., & Dean, A. F. (1983) · Vision Research · doi:10.1016/0042-6989(83)90200-6 · Cited by 982 · see citing works
Salience, relevance, and firing: a priority map for target selection
Fecteau, J. H., & Muñoz, D. G. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.06.011 · Cited by 912 · see citing works
Cortical microstimulation influences perceptual judgements of motion direction
Salzman, C. D., Britten, K. H., & Newsome, W. T. (1990) · Nature · doi:10.1038/346174a0 · Cited by 881 · cited 2× · see citing works
“…Shadlen, 2002; Churchland et al., 2008), the effects of middle temporal area and LIP microstimulation on performance (Ditterich et al., 2003; Hanks et al., 2006; Salzman et al., 1990; Salzman et al., 1992), and the effects of motion pulse stimuli on behavior and LIP activity (Huk & Shadlen, 2005).”
BackgroundOptimal eye movement strategies in visual search
Najemnik, J., & Geisler, W. S. (2005) · Nature · doi:10.1038/nature03390 · Cited by 841 · see citing works
Neural computation of log likelihood in control of saccadic eye movements
Carpenter, R. H. S., & Williams, M. L. L. (1995) · Nature · doi:10.1038/377059a0 · Cited by 823 · see citing works
Hikosaka, O., & Wurtz, R. H. (1983) · Journal of Neurophysiology · doi:10.1152/jn.1983.49.5.1285 · Cited by 811 · see citing works
Wolfe, J. M. (2007) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195189193.003.0008 · Cited by 739 · see citing works
The brainstem control of saccadic eye movements
Sparks, D. L. (2002) · Nature reviews. Neuroscience · doi:10.1038/nrn986 · Cited by 720 · see citing works
Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making
Frank, M. J. (2006) · Neural Networks · doi:10.1016/j.neunet.2006.03.006 · Cited by 706 · see citing works
Decision-making with multiple alternatives
Churchland, A. K., Kiani, R., & Shadlen, M. N. (2008) · Nature Neuroscience · doi:10.1038/nn.2123 · Cited by 671 · see citing works
Activity of superior colliculus in behaving monkey. 3. Cells discharging before eye movements.
Wurtz, R., & Goldberg, M. E. (1972) · Journal of Neurophysiology · doi:10.1152/jn.1972.35.4.575 · Cited by 669 · see citing works
The primate mediodorsal (MD) nucleus and its projection to the frontal lobe
Goldman‐Rakic, P. S., & Porrino, L. J. (1985) · The Journal of Comparative Neurology · doi:10.1002/cne.902420406 · Cited by 666 · see citing works
Microstimulation in visual area MT: effects on direction discrimination performance
Salzman, C., Murasugi, C., Britten, K., & Newsome, W. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-06-02331.1992 · Cited by 657 · see citing works
Recent development of flow visualization
Aoki, K., & FUJISAWA, N. (2004) · Journal of Visualization · doi:10.1007/bf03181473 · Cited by 651 · see citing works
Probabilistic population codes for Bayesian decision making
Beck, J. M., Ma, W. J., Kiani, R., Hanks, T., Churchland, A. K., Roitman, J., Shadlen, M. N., Latham, P. E., & Pouget, A. (2008) · Neuron · doi:10.1016/j.neuron.2008.09.021 · Cited by 645 · see citing works
Striatum and pre-SMA facilitate decision-making under time pressure
Forstmann, B. U., Dutilh, G., Brown, S. D., Neumann, J., von Cramon, D. Y., Ridderinkhof, K. R., & Wagenmakers, E. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805903105 · Cited by 642 · see citing works
Schall, J. D., Morel, A., King, D., & Bullier, J. (1995) · Journal of Neuroscience · doi:10.1523/jneurosci.15-06-04464.1995 · Cited by 625 · see citing works
Self-citationA role for neural integrators in perceptual decision making
Mazurek, M. E., Roitman, J. D., Ditterich, J., & Shadlen, M. N. (2003) · Cerebral Cortex · doi:10.1093/cercor/bhg097 · Cited by 620 · see citing works
Thompson, K. G., Hanes, D. P., Bichot, N. P., & Schall, J. D. (1996) · Journal of Neurophysiology · doi:10.1152/jn.1996.76.6.4040 · Cited by 618 · see citing works
Self-citationMunoz, D. P., & Wurtz, R. H. (1995) · Journal of Neurophysiology · doi:10.1152/jn.1995.73.6.2313 · Cited by 604 · see citing works
Neuronal activity in monkey superior colliculus related to the initiation of saccadic eye movements
Dorris, M. C., Paré, M., & Munoz, D. P. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-21-08566.1997 · Cited by 593 · see citing works
A Neural Theory of Visual Attention: Bridging Cognition and Neurophysiology.
Bundesen, C., Habekost, T., & Kyllingsbæk, S. (2005) · Psychological Review · doi:10.1037/0033-295x.112.2.291 · Cited by 582 · see citing works
Probabilistic reasoning by neurons
Yang, T., & Shadlen, M. N. (2007) · Nature · doi:10.1038/nature05852 · Cited by 581 · see citing works
Dissociation of visual and saccade-related responses in superior colliculus neurons
Mays, L. E., & Sparks, D. L. (1980) · Journal of Neurophysiology · doi:10.1152/jn.1980.43.1.207 · Cited by 556 · see citing works
Everling, S., & Munoz, D. P. (2000) · Journal of Neuroscience · doi:10.1523/jneurosci.20-01-00387.2000 · Cited by 542 · see citing works
Huk, A. C., & Shadlen, M. N. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.4684-04.2005 · Cited by 538 · see citing works
Neural basis of deciding, choosing and acting
Schall, J. D. (2001) · Nature reviews. Neuroscience · doi:10.1038/35049054 · Cited by 528 · see citing works
Self-citationCortico–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
Discharge characteristics of single units in superior colliculus of the alert rhesus monkey.
Schiller, P. H., & Koerner, F. (1971) · Journal of Neurophysiology · doi:10.1152/jn.1971.34.5.920 · Cited by 502 · 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
Role of frontal eye fields in countermanding saccades: visual, movement, and fixation activity
Hanes, D. P., Patterson, W. F., & Schall, J. D. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.2.817 · Cited by 492 · see citing works
Self-citationThe brainstem burst generator for saccadic eye movements
Scudder, C. A., Kaneko, C. R. S., & Fuchs, A. F. (2002) · Experimental Brain Research · doi:10.1007/s00221-001-0912-9 · Cited by 487 · see citing works
Inhibitory control in mind and brain: An interactive race model of countermanding saccades.
Boucher, L., Palmeri, T. J., Logan, G. D., & Schall, J. D. (2007) · Psychological Review · doi:10.1037/0033-295x.114.2.376 · Cited by 485 · see citing works
Self-citationSaccadic eye movements towards stimuli triggered by prior saccades
Hallett, P. E., & Lightstone, A. D. (1976) · Vision Research · doi:10.1016/0042-6989(76)90083-3 · Cited by 474 · 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
The psychophysics of visual search
Palmer, J. C., Verghese, P., & Misha Pavel, C. (2000) · Vision Research · doi:10.1016/s0042-6989(99)00244-8 · Cited by 455 · see citing works
Enhancement of visual responses in monkey striate cortex and frontal eye fields
Wurtz, R. H., & Mohler, C. W. (1976) · Journal of Neurophysiology · doi:10.1152/jn.1976.39.4.766 · Cited by 443 · see citing works
A visual salience map in the primate frontal eye field
Thompson, K. G., & Bichot, N. P. (2005) · Progress in Brain Research · doi:10.1016/s0079-6123(04)47019-8 · Cited by 431 · see citing works
Functional properties of corticotectal neurons in the monkey's frontal eye field
Segraves, M. A., & Goldberg, M. E. (1987) · Journal of Neurophysiology · doi:10.1152/jn.1987.58.6.1387 · Cited by 428 · see citing works
Neural basis of saccade target selection in frontal eye field during visual search
Schall, J. D., & Hanes, D. P. (1993) · Nature · doi:10.1038/366467a0 · Cited by 427 · see citing works
Self-citationNeuronal representations of cognitive state: reward or attention?
Maunsell, J. H. R. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.04.003 · Cited by 404 · see citing works
Miller, J. O. (1982) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.8.2.273 · Cited by 398 · see citing works
Role of Primate Superior Colliculus in Preparation and Execution of Anti-Saccades and Pro-Saccades
Everling, S., Dorris, M. C., Klein, R. M., & Munoz, D. P. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-07-02740.1999 · Cited by 389 · see citing works
Sparks, D. L. (1978) · Brain Research · doi:10.1016/0006-8993(78)90075-6 · Cited by 386 · see citing works
Ratcliff, R., Cherian, A., & Segraves, M. A. (2003) · Journal of Neurophysiology · doi:10.1152/jn.01049.2002 · Cited by 374 · see citing works
Topography of projections to posterior cortical areas from the macaque frontal eye fields
Stanton, G. B., Bruce, C. J., & Goldberg, M. E. (1995) · The Journal of Comparative Neurology · doi:10.1002/cne.903530210 · Cited by 370 · see citing works
Evidence for an Accumulator Model of Psychophysical Discrimination
VICKERS, D. (1970) · Ergonomics · doi:10.1080/00140137008931117 · Cited by 369 · see citing works
Optimal decision-making theories: linking neurobiology with behaviour
Bogacz, R. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.12.006 · Cited by 367 · see citing works
Microstimulation of macaque area LIP affects decision-making in a motion discrimination task
Hanks, T. D., Ditterich, J., & Shadlen, M. N. (2006) · Nature Neuroscience · doi:10.1038/nn1683 · Cited by 360 · see citing works
Sommer, M. A., & Wurtz, R. H. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.4.1979 · Cited by 350 · see citing works
Saccade Target Selection in the Superior Colliculus During a Visual Search Task
McPeek, R. M., & Keller, E. L. (2002) · Journal of Neurophysiology · doi:10.1152/jn.2002.88.4.2019 · Cited by 346 · see citing works
Schall, J. D. (1991) · Journal of Neurophysiology · doi:10.1152/jn.1991.66.2.559 · Cited by 340 · see citing works
Self-citationNeurally constrained modeling of perceptual decision making.
Purcell, B. A., Heitz, R. P., Cohen, J. Y., Schall, J. D., Logan, G. D., & Palmeri, T. J. (2010) · Psychological Review · doi:10.1037/a0020311 · Cited by 335 · see citing works
Self-citationSearch Goal Tunes Visual Features Optimally
Navalpakkam, V., & Itti, L. (2007) · Neuron · doi:10.1016/j.neuron.2007.01.018 · Cited by 330 · see citing works
Saccade target selection in frontal eye field of macaque. I. Visual and premovement activation
Schall, J. D., Hanes, D. P., Thompson, K., & King, D. (1995) · Journal of Neuroscience · doi:10.1523/jneurosci.15-10-06905.1995 · Cited by 328 · see citing works
Self-citationAnatomical segregation of two cortical visual pathways in the macaque monkey
Morel, A., & Bullier, J. (1990) · Visual Neuroscience · doi:10.1017/s0952523800005769 · Cited by 322 · see citing works
Lovejoy, L. P., & Krauzlis, R. J. (2009) · Nature Neuroscience · doi:10.1038/nn.2470 · Cited by 304 · see citing works
Stanton, G. B., Goldberg, M. E., & Bruce, C. J. (1988) · The Journal of Comparative Neurology · doi:10.1002/cne.902710402 · Cited by 301 · see citing works
Effects of similarity and history on neural mechanisms of visual selection
Bichot, N. P., & Schall, J. D. (1999) · Nature Neuroscience · doi:10.1038/9205 · Cited by 298 · see citing works
Self-citationT HE N EUROBIOLOGY OF V ISUAL -S ACCADIC D ECISION M AKING
Glimcher, P. W. (2003) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.26.010302.081134 · Cited by 291 · see citing works
Dissociation of Visual Discrimination From Saccade Programming in Macaque Frontal Eye Field
Thompson, K. G., Bichot, N. P., & Schall, J. D. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.2.1046 · Cited by 275 · see citing works
Self-citationAn Exemplar-Based Random Walk Model of Speeded Classification
Nosofsky, R., & Palmeri, T. (1997) · Psychological Review · doi:10.1037/0033-295x.104.2.266 · Cited by 271 · see citing works
Self-citationSeparate modifiability, mental modules, and the use of pure and composite measures to reveal them
Sternberg, S. (2001) · Acta Psychologica · doi:10.1016/s0001-6918(00)00045-7 · Cited by 266 · see citing works
Brown, J. W., Bullock, D. H., & Grossberg, S. (2003) · Neural Networks · doi:10.1016/j.neunet.2003.08.006 · Cited by 263 · see citing works
Controlled movement processing: superior colliculus activity associated with countermanded saccades
Paré, M., & Hanes, D. P. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-16-06480.2003 · Cited by 260 · see citing works
Teller, D. Y. (1984) · Vision Research · doi:10.1016/0042-6989(84)90178-0 · Cited by 258 · see citing works
Effects of Stimulus-Response Compatibility on Neural Selection in Frontal Eye Field
Sato, T., & Schall, J. D. (2003) · Neuron · doi:10.1016/s0896-6273(03)00237-x · Cited by 253 · see citing works
Self-citationDissociation of spatial attention and saccade preparation
Juan, C.-H., Shorter, S. M., & Schall, J. D. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0403507101 · Cited by 246 · see citing works
Self-citationExemplar similarity and the development of automaticity.
Palmeri, T. J. (1997) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.23.2.324 · Cited by 241 · see citing works
Self-citationRatcliff, R., Hasegawa, Y. T., Hasegawa, R. P., Smith, P. L., & Segraves, M. A. (2007) · Journal of Neurophysiology · doi:10.1152/jn.00393.2006 · Cited by 236 · see citing works
Contribution of the Monkey Frontal Eye Field to Covert Visual Attention
Wardak, C., Ibos, G., Duhamel, J., & Olivier, E. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.3336-05.2006 · Cited by 234 · see citing works
Microstimulation of visual cortex affects the speed of perceptual decisions
Ditterich, J., Mazurek, M. E., & Shadlen, M. N. (2003) · Nature Neuroscience · doi:10.1038/nn1094 · Cited by 234 · see citing works
Stochastic models of decisions about motion direction: Behavior and physiology
Ditterich, J. (2006) · Neural Networks · doi:10.1016/j.neunet.2006.05.042 · Cited by 233 · see citing works
A ballistic model of choice response time
Brown, S., & Heathcote, A. (2005) · Psychological Review · doi:10.1037/0033-295x.112.1.117 · Cited by 228 · see citing works
Interaction of the Frontal Eye Field and Superior Colliculus for Saccade Generation
Hanes, D. P., & Wurtz, R. H. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.2.804 · Cited by 221 · see citing works
Hamker, F. H. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhh146 · Cited by 217 · see citing works
Activity of monkey frontal eye field neurons projecting to oculomotor regions of the pons
Segraves, M. A. (1992) · Journal of Neurophysiology · doi:10.1152/jn.1992.68.6.1967 · Cited by 211 · see citing works
Monkey Posterior Parietal Cortex Neurons Antidromically Activated From Superior Colliculus
Paré, M., & Wurtz, R. H. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.78.6.3493 · Cited by 203 · 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
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
Dassonville, P., Schlag, J. D., & Schlag-Rey, M. (1992) · Visual Neuroscience · doi:10.1017/s0952523800010671 · Cited by 190 · see citing works
Cognitive Processes in Eye Guidance
(2005) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780198566816.001.0001 · Cited by 183 · see citing works
On Building a Bridge Between Brain and Behavior
Schall, J. D. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141907 · Cited by 182 · see citing works
Self-citationThe FeatureGate model of visual selection
Cave, K. R. (1999) · Psychological Research · doi:10.1007/s004260050050 · Cited by 180 · 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
Paré, M., & Wurtz, R. H. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.6.2545 · Cited by 172 · see citing works
Ferraina, S., Paré, M., & Wurtz, R. H. (2002) · Journal of Neurophysiology · doi:10.1152/jn.00317.2001 · Cited by 170 · see citing works
fMRI Evidence for a Dual Process Account of the Speed-Accuracy Tradeoff in Decision-Making
Ivanoff, J., Branning, P., & Marois, R. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002635 · Cited by 168 · see citing works
Search Efficiency but Not Response Interference Affects Visual Selection in Frontal Eye Field
Sato, T., Murthy, A., Thompson, K. G., & Schall, J. D. (2001) · Neuron · doi:10.1016/s0896-6273(01)00304-x · Cited by 166 · see citing works
Self-citationNeural correlates of decision processes: neural and mental chronometry
Schall, J. D. (2003) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(03)00039-4 · Cited by 163 · see citing works
Self-citationDorris, M. C., Olivier, E., & Munoz, D. P. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4212-06.2007 · Cited by 154 · see citing works
Dynamic Dissociation of Visual Selection From Saccade Programming in Frontal Eye Field
Murthy, A., Thompson, K. G., & Schall, J. D. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.86.5.2634 · Cited by 153 · see citing works
Self-citationHow the frontal eye field can impose a saccade goal on superior colliculus neurons
Schlag-Rey, M., Schlag, J., & Dassonville, P. (1992) · Journal of Neurophysiology · doi:10.1152/jn.1992.67.4.1003 · Cited by 149 · 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
Johnston, K., & Everling, S. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.4101-06.2006 · Cited by 146 · see citing works
Similarity Effect and Optimal Control of Multiple-Choice Decision Making
Furman, M., & Wang, X. (2008) · Neuron · doi:10.1016/j.neuron.2008.12.003 · Cited by 143 · see citing works
A dynamic model of how feature cues guide spatial attention
Hamker, F. H. (2003) · Vision Research · doi:10.1016/j.visres.2003.09.033 · Cited by 142 · see citing works
Neuronal Activity in Substantia Nigra Pars Reticulata during Target Selection
Basso, M. A., & Wurtz, R. H. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-05-01883.2002 · Cited by 140 · see citing works
Reaction time distributions constrain models of visual search
Wolfe, J. M., Palmer, E. M., & Horowitz, T. S. (2009) · Vision Research · doi:10.1016/j.visres.2009.11.002 · Cited by 136 · see citing works
Exploring the Superior Colliculus In Vitro
Isa, T., & Hall, W. C. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00498.2009 · Cited by 135 · see citing works
Thompson, K. G., Bichot, N. P., & Sato, T. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00330.2004 · Cited by 130 · 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
Signal transformations from cerebral cortex to superior colliculus for the generation of saccades
Wurtz, R. H., Sommer, M. A., Paré, M., & Ferraina, S. (2001) · Vision Research · doi:10.1016/s0042-6989(01)00066-9 · Cited by 124 · see citing works
Ohara, S. (2009) · Frontiers in Neuroanatomy · doi:10.3389/neuro.05.001.2009 · Cited by 124 · see citing works
Decision Threshold Modulation in the Human Brain
Domenech, P., & Dreher, J. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2371-10.2010 · Cited by 123 · see citing works
Exemplar similarity and the development of automaticity.
Palmeri, T. J. (1997) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.23.2.324 · Cited by 122 · see citing works
Self-citationt Immediate Neural Plasticity Shapes Motor Performance
Dorris, T. C., Paré, M., & Munoz, D. P. (2000) · Journal of Neuroscience · doi:10.1523/jneurosci.20-01-j0005.2000 · Cited by 121 · see citing works
Eye Guidance and Visual Search
Findlay, J. M., & Gilchrist, I. D. (1998) · Elsevier eBooks · doi:10.1016/b978-008043361-5/50014-6 · Cited by 119 · see citing works
Pouget, P. (2009) · Frontiers in Neuroanatomy · doi:10.3389/neuro.05.002.2009 · Cited by 118 · see citing works
Rapid decision threshold modulation by reward rate in a neural network
Simen, P., Cohen, J. D., & Holmes, P. J. (2006) · Neural Networks · doi:10.1016/j.neunet.2006.05.038 · Cited by 116 · see citing works
Zandt, T. V., & Ratcliff, R. (1995) · Psychonomic Bulletin & Review · doi:10.3758/bf03214411 · Cited by 115 · see citing works
Schall, J. D., Morel, A., & Kaas, J. H. (1993) · Visual Neuroscience · doi:10.1017/s0952523800003771 · Cited by 105 · see citing works
Self-citationDitterich, J. (2010) · Frontiers in Neuroscience · doi:10.3389/fnins.2010.00184 · Cited by 99 · see citing works
Cognitive Processes in Eye Guidance
Jellinger, K. A. (2006) · European Journal of Neurology · doi:10.1111/j.1468-1331.2006.01356.x · Cited by 94 · see citing works
Time‐dependent Poisson counter models of response latency in simple judgment
Smith, P. L., & Zandt, T. V. (2000) · British Journal of Mathematical and Statistical Psychology · doi:10.1348/000711000159349 · Cited by 91 · see citing works
Distribution of corticotectal cells in macaque
Lock, T. M., Baizer, J. S., & Bender, D. B. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1500-y · Cited by 88 · see citing works
A Microcircuit Model of the Frontal Eye Fields
Heinzle, J., Hepp, K., & Martin, K. A. C. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.0974-07.2007 · Cited by 85 · see citing works
Neuronal correlates of the set-size effect in monkey lateral intraparietal area
Balan, P. F., Oristaglio, J., Schneider, D. M., & Gottlieb, J. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060158 · Cited by 83 · see citing works
Interaction of the Two Frontal Eye Fields Before Saccade Onset
Schlag, J., Dassonville, P., & Schlag-Rey, M. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.1.64 · Cited by 80 · see citing works
Spatial Relationships of Visuomotor Transformations in the Superior Colliculus Map
Marino, R. A., Rodgers, C. K., Levy, R., & Munoz, D. P. (2008) · Journal of Neurophysiology · doi:10.1152/jn.90688.2008 · Cited by 80 · see citing works
Relation of frontal eye field activity to saccade initiation during a countermanding task
Brown, J. W., Hanes, D. P., Schall, J. D., & Stuphorn, V. (2008) · Experimental Brain Research · doi:10.1007/s00221-008-1455-0 · Cited by 78 · see citing works
Self-citationA simple two‐stage model predicts response time distributions
Carpenter, R. H. S., Reddi, B. A. J., & Anderson, A. J. (2009) · The Journal of Physiology · doi:10.1113/jphysiol.2009.173955 · Cited by 76 · 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
Self-citationEffects 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
Self-citationMurthy, A., Ray, S., Shorter, S. M., Schall, J. D., & Thompson, K. G. (2009) · Journal of Neurophysiology · doi:10.1152/jn.90824.2008 · Cited by 71 · see citing works
Self-citationThe Effect of Visual Search Efficiency on Response Preparation
Woodman, G. F., Kang, M.-S., Thompson, K. G., & Schall, J. D. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02058.x · Cited by 71 · see citing works
Self-citationShen, K., & Paré, M. (2007) · Journal of Vision · doi:10.1167/7.5.15 · Cited by 64 · see citing works
Discharge Properties of Monkey Tectoreticular Neurons
Rodgers, C. K., Munoz, D. P., Scott, S. H., & Paré, M. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00908.2005 · Cited by 64 · see citing works
Effect of target-distractor similarity on FEF visual selection in the absence of the target
Schall, J. D., Sato, T., Watanabe, K., & Thompson, K. G. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1461-1 · Cited by 60 · see citing works
Self-citationA Probabilistic Strategy for Understanding Action Selection
Kim, B., & Basso, M. A. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.1730-09.2010 · Cited by 56 · see citing works
Ray, S., Pouget, P., & Schall, J. D. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00270.2009 · Cited by 54 · see citing works
Self-citationCooperation and Competition among Frontal Eye Field Neurons during Visual Target Selection
Cohen, J. Y., Crowder, E. A., Heitz, R. P., Rao, S. C., Thompson, K. G., Woodman, G. F., & Schall, J. D. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.4600-09.2010 · Cited by 53 · see citing works
Self-citationGottlieb, J. P., Makoto Kusunoki, A., & Goldberg, M. E. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhi002 · Cited by 46 · see citing works
Extended LATER model can account for trial-by-trial variability of both pre- and post-processes
Nakahara, H., Nakamura, K., & Hikosaka, O. (2006) · Neural Networks · doi:10.1016/j.neunet.2006.07.001 · Cited by 45 · see citing works
Warning Signals Influence Motor Processing
Fecteau, J. H., & Munoz, D. P. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00978.2005 · Cited by 45 · see citing works
Heitz, R. P., Cohen, J. Y., Woodman, G. F., & Schall, J. D. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00604.2010 · Cited by 45 · see citing works
Self-citationBiophysical Support for Functionally Distinct Cell Types in the Frontal Eye Field
Cohen, J. Y., Pouget, P., Heitz, R. P., Woodman, G. F., & Schall, J. D. (2008) · Journal of Neurophysiology · doi:10.1152/jn.90272.2008 · Cited by 45 · see citing works
Self-citationOgawa, T., & Komatsu, H. (2008) · Journal of Neurophysiology · doi:10.1152/jn.90817.2008 · Cited by 40 · see citing works
Frontocerebellar connectivity: climbing through the inferior olive
Dias-Ferreira, E. (2010) · Frontiers in Neuroscience · doi:10.3389/fnins.2010.00037 · Cited by 35 · see citing works
Zhou, H., & Thompson, K. G. (2008) · Vision Research · doi:10.1016/j.visres.2008.03.024 · Cited by 31 · see citing works
Functions of Local Circuits in Neocortex: Synchrony and Laminae
Connors, B. W., & Amitai, Y. (1995) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195083309.003.0009 · Cited by 30 · see citing works
Trageser, J. C., Monosov, I. E., Zhou, Y., & Thompson, K. G. (2008) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2008.06530.x · Cited by 20 · see citing works
Visual selection: Neurons that make up their minds
Carpenter, R. H. S. (1999) · Current Biology · doi:10.1016/s0960-9822(99)80382-0 · Cited by 14 · see citing works
Tremblay, J. P., Robitaille, R., Martineau, O., et al. (1989) · Neuroscience · doi:10.1016/0306-4522(89)90271-6 · Cited by 9 · see citing works
Purcell, B., Heitz, R. P., Cohen, J. Y., et al. (2010) · Journal of Vision · doi:10.1167/10.7.97 · Cited by 5 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- Munoz DP Schall JD Hall WC Moschovakis AK 2003 Concurrent distributed control of saccades The Oculomotor System: New Approaches for Studying Sensorimotor Integration CRC Press Boca Raton, FL 52 82
Cited by
Sorted by citations
Distinct neural mechanisms of distractor suppression in the frontal and parietal lobe
Suzuki, M., & Gottlieb, J. (2013) · Nature Neuroscience · doi:10.1038/nn.3282 · Cited by 281 · 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 · see citing works
“These neural responses are in some respect not surprising because the capacity for covert attention has been well-established in psychophysical research, and its correlates are found also in the frontal eye field (Schall et al., 2011; Thompson et al., 2005).”
BackgroundInfluentialSpatial attention, precision, and Bayesian inference: a study of saccadic response speed
Vossel, S., Mathys, C., Daunizeau, J., Bauer, M., Driver, J., Friston, K. J., & Stephan, K. E. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhs418 · Cited by 146 · see citing works
- Authors
- Schall, J. D., Purcell, B. A., Heitz, R. P., Logan, G. D., & Palmeri, T. J.
- Affiliations
- Vanderbilt University (US)
- Corresponding author
- Schall, Jeffrey D.
- Venue
- European Journal of Neuroscience
- Publisher
- Wiley
- Published
- 2011-06
- Volume
- 33
- Issue
- 11
- Pages
- 1991-2002
- ISSN
- 0953-816X (ISSN-L)
- 1460-9568
- PMC
- PMC3111938
- OpenAlex
- W2157721647
- Cited by
- 94
- References
- 168
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 2 · 2023: 2 · 2022: 4 · 2021: 5 · 2020: 3 · 2019: 7 · 2018: 7 · 2017: 7 · 2016: 7 · 2015: 9 · 2014: 9 · 2013: 13 · 2012: 7
- FWCI
- 0.82
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- European Journal of Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Eye Institute (F32EY019851, R01EY008890, P30EY008126)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (P30HD015052)
- 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
- saccade target selection, visual search, stimulus salience, frontal eye field
- MeSH terms
- Animals, Macaca mulatta, Models, Neurological, Neurons, Saccades, Visual Fields, Visual Pathways, Visual Perception
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.
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