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Model Name

Description

Biophysical, perisomatic

Models with active conductances at the soma and morphology based on full 3D reconstruction.

1 Leaky Integrate and Fire (LIF)

Membrane potential evolves as a function of neuron properties and external current and is reset to a fixed value if it surpasses a fixed threshold.

2 LIF + Reset Rules (LIF-R)

LIF with biologically-defined afterspike threshold decay rules.

3 LIF + Afterspike Currents (LIF-ASC)

LIF with spike-induced currents to model long-term effects of fast voltage-activated ion channels.

4 LIF-R + Afterspike Currents (LIF-R-ASC)

  LIF with additional Reset Rules and Afterspike Currents.

5 LIF-R-ASC + Threshold Adaptation (LIF-R-ASC-A)

  All of the above, with an additional voltage-dependent component of threshold.

Please see the perisomatic biophysical and GLIF technical white papers for more details on how these models were created (TODO).

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