Priors of parameters.

Abstract

<p><i>Note.</i> Re-parameterization for uncertain connections used: <i>φ</i> = <i>θ²</i>, <i>p</i>(<i>θ</i>)∝N(0, 10⁴) for uninformative prior. Re-parameterization for other parameters use: <i>φ</i> = <i>u</i>⋅exp(<i>θ</i>),<i>u</i> is the expectation. The un-informative priors are <i>p</i>(<i>θ</i>)∝N(0, 1/2), the informative priors are <i>p</i>(<i>θ</i>)∝N(0, 1/16). EIN = excitatory interneurons, sPC = superficial pyramidal cells, sIIN = superficial inhibitory interneurons, dPC = deep pyramidal cells, dIIN = deep inhibitory interneurons. U = uninformative prior, I = informative prior, C = constant.</p