The model is based on an integrate-and-fire scheme under additive white noise. A gradient ascent training method is used to maximize the probability of ...
This paper presents a stochastic model for the retina and ... Figure 1: Leaky Integrate-and-Fire Stochastic Model. ... integrate-and-fire model is indeed ...
RETRACTED: Dynamics of Stochastic Integrate-and-Fire Networks
link.aps.org › doi › PhysRevX.12.041007
Oct 19, 2022 · We study stochastic integrate-and-fire neurons, which model the nonlinear dynamics of an action potential by a stochastic spike-and-reset rule for the membrane ...
Missing: retina. | Show results with:retina.
Publication in the conference proceedings of EUSIPCO, Poznan, Poland, 2007.
The process by which spikes are generated in a ganglion cell is modeled in terms of a stochastic integrate-and-fire mechanism; this model is used to ...
Sensory encoding in spiking neurons depends on both the integration of sensory inputs and the intrinsic dynamics and variability of spike generation.
Duration: 8:32
Posted: Nov 23, 2017
Posted: Nov 23, 2017
Missing: retina. | Show results with:retina.
integrate-and-fire mechanism; this model is used to quantitatively fit toad retinal ganglion cell threshold ... erties of the stochastic leaky-integrate-and-fire ...
Feb 19, 2018 · We construct a set of generalized leaky integrate-and-fire (GLIF) models of increasing complexity to reproduce the spiking behaviors of 645 recorded neurons ...
The leaky integrate-and-fire model of Stein (Eq. (8.21)) is then equivalent to a model of a passive membrane driven by stochastic spike arrival. We assume ...