(a)-(c) Firing rate estimates for the cases of low, medium and high frequency, respectively. (d)-(f) Firing rate estimates for the cases of low, medium and high intensity, respectively. Black lines with gray-shaded regions indicate the underlying rate functions. Black raster in the bottom of each plot represents a spike train generated from the associated underlying rate function.</p
<p>Parameter is the learning rate, turns the model from a strict policy gradient rule to naive Heb...
<p>Mean firing rate of the stochastic HH models in a 500 seconds simulation with different number of...
The plasticity rules do not fix the firing rate of neurons, instead firing rates vary in response to...
(a) Firing rate estimates from ‘N184’ of Flint_2012 dataset (b) Firing rate estimates from ‘E164’ of...
<p>Illustration for a given set of parameters ( Hz, mV, mv, ms). From top to bottom: input signal...
<div> <div> <div> <p>Spikes were generated by an inhomogeneous Poisson process (dotted line). Estima...
<div> <div> <div> <p>Spikes were generated by a Poisson process (5Hz, 25Hz, 5Hz) plotted as a dotted...
<p>(A) Simulated spike trains in response to a fluctuating stimulus and oscillatory drive. (B,C,D) G...
<p>(A) A short (1 second) segment taken from an oscillatory rate function (<i>f</i><sub>0</sub> = 12...
<p>PSTHs of the responses by a single unit to each of the 10 calls. The waveform of each call is sho...
<p>The mean firing rates across all animals. Note the significant truncation of 25 ms ON response an...
<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>...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
<p>(<b>A</b>) Response to sinusoidal drive. (i) Weak input produces a band-pass filter (BPF) respons...
<p>Population-averaged firing rates for encoded in color (<b>A</b>) predicted by the analytical the...
<p>Parameter is the learning rate, turns the model from a strict policy gradient rule to naive Heb...
<p>Mean firing rate of the stochastic HH models in a 500 seconds simulation with different number of...
The plasticity rules do not fix the firing rate of neurons, instead firing rates vary in response to...
(a) Firing rate estimates from ‘N184’ of Flint_2012 dataset (b) Firing rate estimates from ‘E164’ of...
<p>Illustration for a given set of parameters ( Hz, mV, mv, ms). From top to bottom: input signal...
<div> <div> <div> <p>Spikes were generated by an inhomogeneous Poisson process (dotted line). Estima...
<div> <div> <div> <p>Spikes were generated by a Poisson process (5Hz, 25Hz, 5Hz) plotted as a dotted...
<p>(A) Simulated spike trains in response to a fluctuating stimulus and oscillatory drive. (B,C,D) G...
<p>(A) A short (1 second) segment taken from an oscillatory rate function (<i>f</i><sub>0</sub> = 12...
<p>PSTHs of the responses by a single unit to each of the 10 calls. The waveform of each call is sho...
<p>The mean firing rates across all animals. Note the significant truncation of 25 ms ON response an...
<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>...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
<p>(<b>A</b>) Response to sinusoidal drive. (i) Weak input produces a band-pass filter (BPF) respons...
<p>Population-averaged firing rates for encoded in color (<b>A</b>) predicted by the analytical the...
<p>Parameter is the learning rate, turns the model from a strict policy gradient rule to naive Heb...
<p>Mean firing rate of the stochastic HH models in a 500 seconds simulation with different number of...
The plasticity rules do not fix the firing rate of neurons, instead firing rates vary in response to...