<p>Comparison is made to linear filter performance for four model variations: large light green dots = low threshold (5 pA) medium spontaneous rate (10 Hz) fiber with a 40 dB dynamic range, red dots = same, but with simulated LOCS feedback that turns off H current, small dark green dots = low threshold model including 300 microvolts RMS of Johnson voltage noise (spontaneous rate increased to ∼20 Hz). Blue dots = high threshold (38 pA) low spontaneous rate (0 Hz) fiber with 26 dB dynamic range. Central line corresponds to spike rate going like the first power of input current, while in the top and bottom lines spike rate goes like 1.1 or 0.9 power, respectively. Fast negative feedback is able to linearize ANF output and to greatly increase i...
<p>(A) A white noise stimulus (top), the randomly switched states of a switching LNP model (middle, ...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
<p>(<b>A</b>) Ground truth spectro-temporal linear RF filter used in LNP model simulations of spike ...
<p>A. 100 pA input starting at 0.3 sec obtains a 75 Hz spike rate that is a similar rate to its no n...
<p>The model employs fast negative feedback to stretch its dynamic range. A. Spike train from a low ...
Mammalian auditory nerve fibers (ANF) are remarkable for being able to encode a 40 dB, or hundred fo...
<p>The size of the data points shows the standard error in the spike rate, which increases with <i>N...
<p>A: Gain and phase of the input filter as a function of frequency. The neuronal morphology varied...
<p>Power spectrum vs. drive current on a logarithmic (base 10) scale. Here , , . A. Spike based pr...
<p>(<b>A</b>) Response to sinusoidal drive. (i) Weak input produces a band-pass filter (BPF) respons...
<p>The simplified 3d SNIC model is a reduction of this more detailed model in which AMPA current is ...
Electrically evoked auditory steady-state responses (EASSRs) are EEG potentials in response to perio...
Threshold-linear approximation (dashed line) of the LIF noisy neuron firing rate (Eq 5, solid line)....
<p>Top/bottom, left/right: Spike rate modulation of the BS (blue) and the eP (green) models due to a...
grantor: University of TorontoHumans can detect intensity changes of a few decibels [dB], ...
<p>(A) A white noise stimulus (top), the randomly switched states of a switching LNP model (middle, ...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
<p>(<b>A</b>) Ground truth spectro-temporal linear RF filter used in LNP model simulations of spike ...
<p>A. 100 pA input starting at 0.3 sec obtains a 75 Hz spike rate that is a similar rate to its no n...
<p>The model employs fast negative feedback to stretch its dynamic range. A. Spike train from a low ...
Mammalian auditory nerve fibers (ANF) are remarkable for being able to encode a 40 dB, or hundred fo...
<p>The size of the data points shows the standard error in the spike rate, which increases with <i>N...
<p>A: Gain and phase of the input filter as a function of frequency. The neuronal morphology varied...
<p>Power spectrum vs. drive current on a logarithmic (base 10) scale. Here , , . A. Spike based pr...
<p>(<b>A</b>) Response to sinusoidal drive. (i) Weak input produces a band-pass filter (BPF) respons...
<p>The simplified 3d SNIC model is a reduction of this more detailed model in which AMPA current is ...
Electrically evoked auditory steady-state responses (EASSRs) are EEG potentials in response to perio...
Threshold-linear approximation (dashed line) of the LIF noisy neuron firing rate (Eq 5, solid line)....
<p>Top/bottom, left/right: Spike rate modulation of the BS (blue) and the eP (green) models due to a...
grantor: University of TorontoHumans can detect intensity changes of a few decibels [dB], ...
<p>(A) A white noise stimulus (top), the randomly switched states of a switching LNP model (middle, ...
<p>The response of each rate model is compared to a spiking population receiving an input with fluct...
<p>(<b>A</b>) Ground truth spectro-temporal linear RF filter used in LNP model simulations of spike ...