Although many studies have explored the neural correlates of visual attenti
on and selection, few have examined the reliability with which neurons repr
esent relevant information. We monitored activity in the frontal eye field
(FEF) of monkeys trained to make a saccade to a target defined by the conju
nction of color and shape or to a target defined by color differences. The
difficulty of conjunction search was manipulated by varying the number of d
istractors, and the difficulty of feature search was manipulated by varying
the similarity in color between target and distractors. The reliability of
individual neurons in signaling the target location in correct trials was
determined using a neuron-anti-neuron approach within a winner-take-all arc
hitecture. On average, approximately seven trials of the activity of single
neurons were sufficient to match near-perfect behavioral performance in th
e easiest search, and similar to 14 trials were sufficient in the most diff
icult search. We also determined how many neurons recorded separately need
to be evaluated within a trial to match behavioral performance. Results wer
e quantitatively similar to those of the single neuron analysis. We also fo
und that signal reliability in the FEF did not change with task demands, an
d overall, behavioral accuracy across the search tasks was approximated whe
n only six trials or neurons were combined. Furthermore, whether combining
trials or neurons, the increase in time of target discrimination correspond
ed to the increase in mean saccade latency across visual search difficulty
levels. Finally, the variance of spike counts in the FEF increased as a fun
ction of the mean spike count, and the parameters of this relationship did
not change with attentional selection.