<div><p>(A and B) Distributions across trials of model potential <i>V</i> (B) and of model firing rate <i>R</i> (A) for five values of the mean potential <i>V<sub>mean</sub>.</i> Firing rate is obtained from potential by applying the rectification model (<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.0020264#pbio-0020264-g001" target="_blank">Figure 1</a>H). The value for <i>R</i> = 0 is shown at 1/3 of veridical height.</p> <p>(C and D) Mean (data points) and standard deviation (error bars) for the distributions in (A) and (B) as a function of mean potential <i>V<sub>mean</sub>.</i> Curve and shaded area indicate model predictions for the full range of mean potentials. Arrows indicate the five mean po...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p><b>A</b>) The relative change (color scale, 1 = the firing rate of the cell is equal to the mea...
<p>The Gaussian distributions shown were fitted to all ΔpActivity values with an upper threshold ΔpA...
<p>The standard deviation of potential was set to σ = 1, so that the shape of the curves relating fi...
<div><p>(A) Distribution of normalized deviations from the mean (<i>z</i>-scores) for the potential ...
<div><p>(A) Variance versus mean for firing rate of the simple cell in <a href="http://www.plosbiolo...
<div><p>(A) Firing rate in response to a cycle of an optimal drifting grating. Three trials are show...
<p>Fitting of a firing efficiency curve to a sigmoid function (see Methods) that is characterized by...
<p>Mean field analysis of the model assessing the dependence of the network behaviour on the potenti...
<p>For each mean firing rate, data point and error bars indicate mean ± 1 s.d. of the observed varia...
<p>Top panels: a) Two self-similar Gaussian synaptic weight distributions. b) The distribution of th...
<p>(A-C) The GA is initialized with 500 random individuals, i.e., model instantiations, in generatio...
<p>The discrimination power of is independent of the baseline score, and that of is concentrated i...
<p>Due to the data transformations, retransformation of the modes to <i>CPT</i> values is thus obtai...
Results of sensitivity analyses across different splits of the training and test sets. We created 1,...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p><b>A</b>) The relative change (color scale, 1 = the firing rate of the cell is equal to the mea...
<p>The Gaussian distributions shown were fitted to all ΔpActivity values with an upper threshold ΔpA...
<p>The standard deviation of potential was set to σ = 1, so that the shape of the curves relating fi...
<div><p>(A) Distribution of normalized deviations from the mean (<i>z</i>-scores) for the potential ...
<div><p>(A) Variance versus mean for firing rate of the simple cell in <a href="http://www.plosbiolo...
<div><p>(A) Firing rate in response to a cycle of an optimal drifting grating. Three trials are show...
<p>Fitting of a firing efficiency curve to a sigmoid function (see Methods) that is characterized by...
<p>Mean field analysis of the model assessing the dependence of the network behaviour on the potenti...
<p>For each mean firing rate, data point and error bars indicate mean ± 1 s.d. of the observed varia...
<p>Top panels: a) Two self-similar Gaussian synaptic weight distributions. b) The distribution of th...
<p>(A-C) The GA is initialized with 500 random individuals, i.e., model instantiations, in generatio...
<p>The discrimination power of is independent of the baseline score, and that of is concentrated i...
<p>Due to the data transformations, retransformation of the modes to <i>CPT</i> values is thus obtai...
Results of sensitivity analyses across different splits of the training and test sets. We created 1,...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p><b>A</b>) The relative change (color scale, 1 = the firing rate of the cell is equal to the mea...
<p>The Gaussian distributions shown were fitted to all ΔpActivity values with an upper threshold ΔpA...