TY - JOUR
T1 - Modeling the temporal dynamics of IT neurons in visual search
T2 - A mechanism for top-down selective attention
AU - Usher, Marius
AU - Niebur, Ernst
PY - 1996
Y1 - 1996
N2 - We propose a neural model for object-oriented attention in which various visual stimuli (shapes, colors, letters, etc.) are represented by competing, mutually inhibitory, cell assemblies. The model's response to a sequence of cue and target stimuli mimics the neural responses in infero temporal (IT) visual cortex of monkeys performing a visual search task: enhanced response during the display of the stimulus, which decays but remains above a spontaneous rate after the cue disappears. When, subsequently a display consisting of the target and several distracters is presented, the activity of all stimulus-driven cells is initially enhanced. After a short period of time, however, the activity of the cell assembly representing the cue stimulus is enhanced while the activity of the distracters decays because of mutual competition and a small top-down 'expectational' input. The model fits the measured delayed activity in IT-cortex, recently reported by Chelazzi, Miller, Duncan, and Desimone, and we suggest that such a process, which is largely independent of the number of distracters, may be used by the visual system for selecting an expected target (appearing at an uncertain location) among distracters.
AB - We propose a neural model for object-oriented attention in which various visual stimuli (shapes, colors, letters, etc.) are represented by competing, mutually inhibitory, cell assemblies. The model's response to a sequence of cue and target stimuli mimics the neural responses in infero temporal (IT) visual cortex of monkeys performing a visual search task: enhanced response during the display of the stimulus, which decays but remains above a spontaneous rate after the cue disappears. When, subsequently a display consisting of the target and several distracters is presented, the activity of all stimulus-driven cells is initially enhanced. After a short period of time, however, the activity of the cell assembly representing the cue stimulus is enhanced while the activity of the distracters decays because of mutual competition and a small top-down 'expectational' input. The model fits the measured delayed activity in IT-cortex, recently reported by Chelazzi, Miller, Duncan, and Desimone, and we suggest that such a process, which is largely independent of the number of distracters, may be used by the visual system for selecting an expected target (appearing at an uncertain location) among distracters.
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U2 - 10.1162/jocn.1996.8.4.311
DO - 10.1162/jocn.1996.8.4.311
M3 - Article
AN - SCOPUS:0029899392
SN - 0898-929X
VL - 8
SP - 311
EP - 327
JO - Journal of cognitive neuroscience
JF - Journal of cognitive neuroscience
IS - 4
ER -