title: Training top-down attention improves performance on a triple-conjunction search task.
abstract: Training has been shown to improve perceptual performance on limited sets of stimuli. However, whether training can generally improve top-down biasing of visual search in a target-nonspecific manner remains unknown. We trained subjects over ten days on a visual search task, challenging them with a novel target (top-down goal) on every trial, while bottom-up uncertainty (distribution of distractors) remained constant. We analyzed the changes in saccade statistics and visual behavior over the course of training by recording eye movements as subjects performed the task. Subjects became experts at this task, with twofold increased performance, decreased fixation duration, and stronger tendency to guide gaze toward items with color and spatial frequency (but not necessarily orientation) that resembled the target, suggesting improved general top-down biasing of search.
authors.affiliation: Neuroscience Graduate Program, University of Southern California, Los Angeles, California, USA.
authors.forename: Farhan
authors.initials: F
authors.lastname: Baluch
authors.forename: Farhan
authors.initials: F
authors.lastname: Baluchg
authors.forename: Laurent
authors.initials: L
authors.lastname: Itti
mesh_terms: D000328:Adult; D000465:Algorithms; D000704:Analysis of Variance; D001288:Attention / Q000502:physiology*; D003118:Color Perception / Q000502:physiology; D005260:Female; D006801:Humans; D016015:Logistic Models; D008297:Male; D010364:Pattern Recognition, Visual / Q000502:physiology; D011597:Psychomotor Performance / Q000502:physiology*; D011930:Reaction Time / Q000502:physiology*; D012438:Saccades / Q000502:physiology*; D014796:Visual Perception / Q000502:physiology; D055815:Young Adult