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    7 repositories

    • inference-for-integrate-and-fire-models

      Public
      Analytical methods for efficient inference of integrate-and-fire circuit models from single-trial spike trains
      Python
      •
      GNU General Public License v3.0
      •4•10•0•0•Updated Oct 30, 2019Oct 30, 2019

    • extension-for-integrate-and-fire-models

      Public
      Extension for integrate-and-fire neuron models to account for the effects of weak electric fields and input filtering caused by the dendrite: a Python implementation. The extension components were derived from a ball-and-stick model, see Aspart, Ladenbauer, Obermayer (2016).
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated May 14, 2019May 14, 2019

    • neural-firing-and-cardiac-cycle-duration

      Public
      Analysis methods for the relationship between spontaneous neural firing and cardiac cycle duration
      MATLAB
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 14, 2019May 14, 2019

    • two-compartment-models-and-weak-electric-fields

      Public
      Analytical methods to study the spiking dynamics of (populations of) two-compartment model neurons in the presence/absence of an extracellular electric field
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 14, 2019May 14, 2019

    • inference_for_doubly_stochastic_IF_models

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 8, 2019May 8, 2019

    • fokker-planck-based-spike-rate-models

      Public
      Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) solution of the full FP PDE, (ii) low-dim. ODE via spectral decomposition of the FP operator, (iii) low-dim. ODE via a linear-nonlinear cascade semianalytically fit to the FP model.
      Python
      •
      GNU General Public License v3.0
      •8•10•0•0•Updated Apr 23, 2019Apr 23, 2019

    • phase-reduction-for-aEIF-neurons

      Public
      Implementation to calculate phase response curves and interaction functions for oscillating adaptive exponential integrate-and-fire neurons.
      MATLAB
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Feb 4, 2018Feb 4, 2018