Global solvability of a networked integrate-and-fire model of McKean–Vlasov type
We here investigate the well-posedness of a networked integrate-and-fire model describing
an infinite population of neurons which interact with one another through their common …
an infinite population of neurons which interact with one another through their common …
Dominant rule of community effect in synchronized beating behavior of cardiomyocyte networks
K Yasuda - Biophysical Reviews, 2020 - Springer
Exploiting the combination of latest microfabrication technologies and single cell
measurement technologies, we can measure the interactions of single cells, and cell …
measurement technologies, we can measure the interactions of single cells, and cell …
Supervised learning and pattern recognition in photonic spiking neural networks based on MRR and phase-change materials
YN Zhang, SY Xiang, YN Han, XX Guo, YH Zhang… - Optics …, 2023 - Elsevier
Traditional computers are limited by the separation of memory and processor units, is
difficult to achieve fast, efficient, and low-power computing. While photonic spiking neural …
difficult to achieve fast, efficient, and low-power computing. While photonic spiking neural …
[HTML][HTML] Spike frequency adaptation facilitates the encoding of input gradient in insect olfactory projection neurons
The olfactory system in insects has evolved to process the dynamic changes in the
concentration of food odors or sex pheromones to localize the nutrients or conspecific …
concentration of food odors or sex pheromones to localize the nutrients or conspecific …
Interacting Hawkes processes with multiplicative inhibition
In the present work, we introduce a general class of mean-field interacting nonlinear
Hawkes processes modeling the reciprocal interactions between two neuronal populations …
Hawkes processes modeling the reciprocal interactions between two neuronal populations …
Dependency analysis of frequency and strength of gamma oscillations on input difference between excitatory and inhibitory neurons
X Gu, F Han, Z Wang - Cognitive Neurodynamics, 2021 - Springer
It has been found that gamma oscillations and the oscillation frequencies are regulated by
the properties of external stimuli in many biology experimental researches. To unveil the …
the properties of external stimuli in many biology experimental researches. To unveil the …
Colored noise and a stochastic fractional model for correlated inputs and adaptation in neuronal firing
E Pirozzi - Biological cybernetics, 2018 - Springer
High variability in the neuronal response to stimulations and the adaptation phenomenon
cannot be explained by the standard stochastic leaky integrate-and-fire model. The main …
cannot be explained by the standard stochastic leaky integrate-and-fire model. The main …
The mean-field limit of sparse networks of integrate and fire neurons
PE Jabin, D Zhou - arXiv preprint arXiv:2309.04046, 2023 - arxiv.org
We study the mean-field limit of a model of biological neuron networks based on the so-
called stochastic integrate-and-fire (IF) dynamics. Our approach allows to derive a …
called stochastic integrate-and-fire (IF) dynamics. Our approach allows to derive a …
A leaky integrate-and-fire model with adaptation for the generation of a spike train
A Buonocore, L Caputo, E Pirozzi… - Mathematical …, 2015 - aimsciences.org
A model is proposed to describe the spike-frequency adaptation observed in many neuronal
systems. We assume that adaptation is mainly due to a calcium-activated potassium current …
systems. We assume that adaptation is mainly due to a calcium-activated potassium current …
Ultrafast simulation of large-scale neocortical microcircuitry with biophysically realistic neurons
VJ Oláh, NP Pedersen, MJM Rowan - Elife, 2022 - elifesciences.org
Understanding the activity of the mammalian brain requires an integrative knowledge of
circuits at distinct scales, ranging from ion channel gating to circuit connectomics …
circuits at distinct scales, ranging from ion channel gating to circuit connectomics …