SenseLab
Computational model
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Extraction and classification of three cortical neuron types (Mensi et al. 2012)
IF_toolbox_r1 [270482]
This script proposes a new convex fitting procedure that allows the parameters estimation of a large class of stochastic Integrate-and-Fire model upgraded with spike-triggered current and moving threshold from patch-clamp experiments (i.e. given the injected current and the recorded membrane potential). This script applies the method described in the paper to estimate the parameters of a reference model from a single voltage trace and the corresponding input current and evaluate the performance of the fitted model on a separated test set.
  • Hippocampus CA1 pyramidal GLU cell Show Other
  • Hippocampus CA3 pyramidal GLU cell Show Other
  • Neocortex fast spiking (FS) interneuron Show Other
  • Neocortex spiking regular (RS) neuron Show Other
  • Neuron or other electrically excitable cell Show Other
  • Mensi S, Naud R, Pozzorini C, Avermann M, Petersen CC, Gerstner W (2012) Show Other
  • Mensi, Skander [skander.mensi at epfl.ch] Show Other
skander.mensi@epfl.ch
Cortical neuron
spike-triggered current
Somatic neuron model
22157113
False
False
Other categories referring to Extraction and classification of three cortical neuron types (Mensi et al. 2012)
Revisions: 16
Last Time: 5/15/2017 9:55:11 AM
Reviewer: Tom Morse - MoldelDB admin
Owner: Tom Morse - MoldelDB admin