To investigate how the brain combines knowledge with visual processing to l
ocate eye movement targets, we trained monkeys to search for a target defin
ed by a conjunction of color and shape. On successful trials, neurons in th
e frontal eye field not only discriminated the target from distracters, but
also discriminated distracters that shared a target feature as well as dis
tracters that had been the search target during the previous session. Likew
ise, occasional errant saccades tended to direct gaze to distracters that e
ither resembled the current target or had been the previous target. These f
indings show that the frontal eye field is involved in visual and not just
motor selection and that visual selection is influenced by long-term primin
g. The data support the hypothesis that visual selection can be accomplishe
d by parallel processing of objects based on their elementary features.