H. Markram et al., DIFFERENTIAL SIGNALING VIA THE SAME AXON OF NEOCORTICAL PYRAMIDAL NEURONS, Proceedings of the National Academy of Sciences of the United Statesof America, 95(9), 1998, pp. 5323-5328
The nature of information stemming from a single neuron and conveyed s
imultaneously to several hundred target neurons is not known. Triple a
nd quadruple neuron recordings revealed that each synaptic connection
established by neocortical pyramidal neurons is potentially unique. Sp
ecifically, synaptic connections onto the same morphological class dif
fered in the numbers and dendritic locations of synaptic contacts, the
ir absolute synaptic strengths, as well as their rates of synaptic dep
ression and recovery from depression. The same axon of a pyramidal neu
ron innervating another pyramidal neuron and an interneuron mediated f
requency-dependent depression and facilitation, respectively, during h
igh frequency discharges of presynaptic action potentials, suggesting
that the different natures of the target neurons underlie qualitative
differences in synaptic properties. Facilitating-type synaptic connect
ions established by three pyramidal neurons of the same class onto a s
ingle interneuron, were all qualitatively similar with a combination o
f facilitation and depression mechanisms. The time courses of facilita
tion and depression, however, differed for these convergent connection
s, suggesting that different pre-postsynaptic interactions underlie qu
antitative differences in synaptic properties. Mathematical analysis o
f the transfer functions of frequency-dependent synapses revealed supr
alinear, linear, and sub-linear signaling regimes in which mixtures of
presynaptic rates, integrals of rates, rind derivatives of rates are
transferred to targets depending on the precise values of the synaptic
parameters and the history of presynaptic action potential activity.
Heterogeneity of synaptic transfer functions therefore allows multiple
synaptic representations of the same presynaptic action potential tra
in and suggests that these synaptic representations are regulated in a
complex manner. It is therefore proposed that differential signaling
is a key mechanism in neocortical information processing, which can be
regulated by selective synaptic modifications.