When we see a person's face, we can easily recognize their species, individ
ual identity and emotional state. How does the brain represent such complex
information? A substantial number of neurons in the macaque temporal corte
x respond to faces(1-12) However, the neuronal mechanisms underlying the pr
ocessing of complex information are not yet clear. Here we recorded the act
ivity of single neurons in the temporal cortex of macaque monkeys while pre
senting visual stimuli consisting of geometric shapes, and monkey and human
faces with various expressions. Information theory was used to investigate
how well the neuronal responses could categorize the stimuli. We found tha
t single neurons conveyed two different scales of facial information in the
ir firing patterns, starting at different latencies. Global information, ca
tegorizing stimuli as monkey faces, human faces or shapes, was conveyed in
the earliest part of the responses. Fine information about identity or expr
ession was conveyed later, beginning on average 51 ms after global informat
ion. We speculate that global information could be used as a 'header' to pr
epare destination areas for receiving more detailed information.