The selection and control of action is a critical problem for both bio
logical and machine animated systems that must operate in complex real
world situations. Visually guided eye movements provide a fruitful an
d important domain in which to investigate mechanisms of selection and
control. Our work has focused on the neural processes that select the
target for an eye movement and the neural processes that regulate the
production of eye movements. We have investigated primarily an area i
n the frontal cortex that plays a central role in the production of pu
rposive eye movements which is called the frontal eye field. A fundame
ntal property of biological nervous systems is variability in the time
to respond to stimuli. Thus, we have been particularly interested in
examining whether the time occupied by perceptual and motor decisions
explains the duration and variability of behavioral reaction times. Cu
rrent evidence indicates that salient visual targets are located throu
gh a temporal evolution of retinotopically mapped visually evoked acti
vation. The responses to non-target stimuli become suppressed, leaving
the activation representing the target maximal. The selection of the
target leads to growth of movement-related activity at a stochastic ra
te toward a fixed threshold to generate the gaze shift. For a given im
age, the neural concomitants of perceptual processing occupy a relativ
ely constant interval so that stochastic variability in response prepa
ration introduces additional variability in reaction times. Neural pro
cesses in another cortical area, the supplementary eye field, do not p
articipate in the control of eye movements but seem to monitor perform
ance. The signals and processes that have been observed in the cerebra
l cortex of behaving monkeys may provide useful examples for the engin
eering problems of robotics. (C) 1998 Elsevier Science Ltd. All rights
reserved.