12.07.2015 Views

Dynamical Systems in Neuroscience:

Dynamical Systems in Neuroscience:

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264 Excitabilitya pulse of current. Of course, these behaviors are difficult to catch experimentally,because the system must be near a codimension-2 bifurcation.200 ms20 mVSSAAAPSAPSFigure 7.42: Proximity to Bogdanov-Takens bifurcation <strong>in</strong> layer 5 pyramidal neuron ofrat primary visual cortex results <strong>in</strong> slow subthreshold oscillation before a spike. Shownare hand-drown phase portrait and <strong>in</strong> vitro record<strong>in</strong>gs obta<strong>in</strong>ed while an automatedprocedure was test<strong>in</strong>g the neuronal rheobase.7.3 Slow ModulationSo far we have considered neuronal models hav<strong>in</strong>g voltage- or Ca 2+ -gated conductancesoperat<strong>in</strong>g on a fast time scale comparable with the duration of a spike. Such conductancesparticipate directly or <strong>in</strong>directly <strong>in</strong> the generation of each spike and subsequentrepolarization of the membrane potential. In addition, neurons have dendritic trees andsome slow conductances and currents that may not be <strong>in</strong>volved <strong>in</strong> the spike-generationmechanism directly , but rather modulate may it. For example, some cortical pyramidalneurons have I h , all thalamocortical neurons have I h and I Ca(T) . Activation and<strong>in</strong>activation k<strong>in</strong>etics of these current is too slow to participate <strong>in</strong> the generation ofup-stroke or down-stroke of a spike, but the currents can modulate spik<strong>in</strong>g pattern,e.g., they can transform it <strong>in</strong>to burst<strong>in</strong>g.To illustrate the phenomenon of slow modulation, we use the I Na,p +I K +I K(M) -

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