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J Neurophysiol (December 6, 2006). doi:10.1152/jn.01000.2006
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Submitted on September 20, 2006
Accepted on December 4, 2006

Calculating event-triggered average synaptic conductances from the membrane potential

Martin Pospischil1, Zuzanna Piwkowska1, Michelle Rudolph1, Thierry Bal1, and Alain Destexhe1*

1 UNIC, CNRS, Gif sur Yvette, France

* To whom correspondence should be addressed. E-mail: destexhe{at}iaf.cnrs-gif.fr.

The optimal patterns of synaptic conductances for spike generation in central neurons is a subject of considerable interest. Ideally, such conductance time courses should be extracted from membrane potential (Vm) activity, but this is difficult because the nonlinear contribution of conductances to the Vm renders their estimation from the membrane equation extremely sensitive. We outline here a solution to this problem based on a discretization of the time axis. This procedure can extract the time course of excitatory and inhibitory conductances solely from the analysis of Vm activity. We test this method by calculating spike-triggered averages of synaptic conductances using numerical simulations of the integrate-and-fire model subject to colored conductance noise. The procedure was also tested successfully in biological cortical neurons using conductance noise injected with dynamic-clamp. This method should allow the extraction of synaptic conductances from Vm recordings in vivo.




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M. Rudolph, M. Pospischil, I. Timofeev, and A. Destexhe
Inhibition Determines Membrane Potential Dynamics and Controls Action Potential Generation in Awake and Sleeping Cat Cortex
J. Neurosci., May 16, 2007; 27(20): 5280 - 5290.
[Abstract] [Full Text] [PDF]




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