For each pair of intra-subject threshold noise να and slope noise νβ, the overall similarity (combined for threshold, slope, and lapse rate) averaged across Nsimulations = 1000 simulations () is represented as a heat map. The dashed white iso-reliability contour is identical to Fig 3. The noise level pair on the contour with the highest overall similarity () is indicated with a black dot.</p
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>The metrics are (A) Bifurcation, or the number of transitions between phase-locked and phase-slip...
<p><b>(a)</b> The estimated firing probability of each neuron in module <i>K</i> computed at <i>t</i...
For each pair of intra-subject threshold noise να and slope noise νβ, the simulated reliability aver...
(Top) For each stimulus level x the distribution of proportion correct is plotted as a heat map base...
<p><b>A.</b> The difference between amplitude variability (gray curve shows contour of the minimum)....
<p>Single-barrier case (A,B) on a log-linear scale (A) and on a log-log scale (B) show a globally li...
<p>a) Frequency distribution of scores for 1000 uniformly sampled values of . Scores concentrate aro...
<p>Fitting of a firing efficiency curve to a sigmoid function (see Methods) that is characterized by...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
A: Noise robustness heat maps for sparse RNNs. The horizontal axis indicates the level of dynamic no...
A, B, C, and D: Each colored line indicates a result from a single random training-test set split, a...
Abbreviations: ACC–accuracy; AU-ROC–area under the receiver operator characteristics curve.</p
The analytical noise ceiling estimator for the correlation coefficient in blue and its [5 95] percen...
<p>The absolute efficiency predicted by the LN model (x axis in A) matches corresponding human estim...
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>The metrics are (A) Bifurcation, or the number of transitions between phase-locked and phase-slip...
<p><b>(a)</b> The estimated firing probability of each neuron in module <i>K</i> computed at <i>t</i...
For each pair of intra-subject threshold noise να and slope noise νβ, the simulated reliability aver...
(Top) For each stimulus level x the distribution of proportion correct is plotted as a heat map base...
<p><b>A.</b> The difference between amplitude variability (gray curve shows contour of the minimum)....
<p>Single-barrier case (A,B) on a log-linear scale (A) and on a log-log scale (B) show a globally li...
<p>a) Frequency distribution of scores for 1000 uniformly sampled values of . Scores concentrate aro...
<p>Fitting of a firing efficiency curve to a sigmoid function (see Methods) that is characterized by...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
A: Noise robustness heat maps for sparse RNNs. The horizontal axis indicates the level of dynamic no...
A, B, C, and D: Each colored line indicates a result from a single random training-test set split, a...
Abbreviations: ACC–accuracy; AU-ROC–area under the receiver operator characteristics curve.</p
The analytical noise ceiling estimator for the correlation coefficient in blue and its [5 95] percen...
<p>The absolute efficiency predicted by the LN model (x axis in A) matches corresponding human estim...
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>The metrics are (A) Bifurcation, or the number of transitions between phase-locked and phase-slip...
<p><b>(a)</b> The estimated firing probability of each neuron in module <i>K</i> computed at <i>t</i...