I. Haalman et E. Vaadia, EMERGENCE OF SPATIOTEMPORAL PATTERNS IN NEURONAL-ACTIVITY, Zeitschrift fur Naturforschung. C, A journal of biosciences, 53(7-8), 1998, pp. 657-669
This paper explores if dynamic modulation of coherent firing serves co
rtical functions. We recorded neuronal activity in the frontal cortex
of behaving monkeys and found that temporal coincidences of spikes fir
ing of different neurons can emerge within a fraction of a second in r
elation to the animal behavior. The temporal patterns of the correlati
on could not be predicted from the modulations of the neurons firing r
ate and finally, the patterns of correlation depend on the distance be
tween neurons. These findings call for a revision of prevailing models
of neural coding that solely rely on firing rates. The findings sugge
st that modification of neuronal interactions can serve as a mechanism
by which neurons associate rapidly into a functional group in order t
o perform a specific computational task. Increased correlation between
members of the groups, and decreased or negative correlation with oth
ers, enhance the ability to dissociate one group from concurrently act
ivated competing groups. Such modulation of neuronal interactions allo
ws each neuron to become a member of several different groups and part
icipate in different computational tasks.