<p>Illustration for a given set of parameters ( Hz, mV, mv, ms). From top to bottom: input signal trace; raster of action potentials in a subset of trials; comparison between the numerical PSTH (black) and the LN estimate, the rate model and the adaptive timescale rate model. The values of and indicate respectively the correlation coefficiant and root-mean-square distance between the predicted firing rate and the numerical PSTH.</p
(a) Firing rates for an example neuron. The recorded firing rate (shaded, gray), is shown along with...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p>PSTHs of the responses by a single unit to each of the 10 calls. The waveform of each call is sho...
<p>A: Effect of varying parameters and of the input signal, for Hz and mV. From left to right: (...
<p>A: Comparison between the full filter and the single timescales approximation for three different...
<p><i>N</i> = 40,000, <i>K</i> = 800. <i>J</i><sub>0</sub> = 2, <i>I</i><sub>0</sub> = 0.3, <i>τ</i>...
(a)-(c) Firing rate estimates for the cases of low, medium and high frequency, respectively. (d)-(f)...
<p>(a) Mean similarity profiles for connectivity network simulation versus time lag . Firing rate ...
(a) Firing rate estimates from ‘N184’ of Flint_2012 dataset (b) Firing rate estimates from ‘E164’ of...
<p>Parameter is the learning rate, turns the model from a strict policy gradient rule to naive Heb...
<p><b>A–B.</b> Gain and <b>C–D.</b> phase of the linear response of the QIF (red), EIF (green), LIF ...
<p>A: Simulation results on different time lengths fixing the input spike rate to 10 Hz. B: Simulati...
<p>(A) NPTE and NTE under . (B) PCMI and STE under . (C) NPTE and NTE under . (D) PCMI and STE under...
<p>A: A spiking neuron receives an input current consisting of a signal component that is identical ...
(a) Average WMISE comparison across all trials in Flint_2012 dataset. (b) Number of times (in %) BAK...
(a) Firing rates for an example neuron. The recorded firing rate (shaded, gray), is shown along with...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p>PSTHs of the responses by a single unit to each of the 10 calls. The waveform of each call is sho...
<p>A: Effect of varying parameters and of the input signal, for Hz and mV. From left to right: (...
<p>A: Comparison between the full filter and the single timescales approximation for three different...
<p><i>N</i> = 40,000, <i>K</i> = 800. <i>J</i><sub>0</sub> = 2, <i>I</i><sub>0</sub> = 0.3, <i>τ</i>...
(a)-(c) Firing rate estimates for the cases of low, medium and high frequency, respectively. (d)-(f)...
<p>(a) Mean similarity profiles for connectivity network simulation versus time lag . Firing rate ...
(a) Firing rate estimates from ‘N184’ of Flint_2012 dataset (b) Firing rate estimates from ‘E164’ of...
<p>Parameter is the learning rate, turns the model from a strict policy gradient rule to naive Heb...
<p><b>A–B.</b> Gain and <b>C–D.</b> phase of the linear response of the QIF (red), EIF (green), LIF ...
<p>A: Simulation results on different time lengths fixing the input spike rate to 10 Hz. B: Simulati...
<p>(A) NPTE and NTE under . (B) PCMI and STE under . (C) NPTE and NTE under . (D) PCMI and STE under...
<p>A: A spiking neuron receives an input current consisting of a signal component that is identical ...
(a) Average WMISE comparison across all trials in Flint_2012 dataset. (b) Number of times (in %) BAK...
(a) Firing rates for an example neuron. The recorded firing rate (shaded, gray), is shown along with...
(a) Log-normal like distribution of firing rates. Top, firing rates of all biophysical cells from th...
<p>PSTHs of the responses by a single unit to each of the 10 calls. The waveform of each call is sho...