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"Brian Model Fitting Tutorial\n",
"============================\n",
"### CNS 2013\n",
"#### Cyrille Rossant"
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"source": [
"## Spiking neuron models can accurately reproduce the response to a somatically injected current\n",
"\n",
""
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"## How to estimate the parameters?\n",
"\n",
" * Model-specific optimization algorithms\n",
" * Generic optimization with Brian"
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"## The BRIAN model fitting toolbox\n",
"\n",
" * Give the equations in mathematical form as usual\n",
" * Specify the parameters to optimize\n",
" * Specify the injected current and the output spikes\n",
" * Run the procedure and get the optimized parameters\n",
" \n",
"![](\"slides_files/fitting.PNG\")
![](\"slides_files/optimization.PNG\")