Critical analysis of dimension reduction by a moment closure method in a population density approach to neural network modeling.
about
Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons.Systematic fluctuation expansion for neural network activity equations.Beyond mean field theory: statistical field theory for neural networks.Finite-size and correlation-induced effects in mean-field dynamics.Multiscale modeling of brain dynamics: from single neurons and networks to mathematical tools.Macroscopic coherent structures in a stochastic neural network: from interface dynamics to coarse-grained bifurcation analysis.Mean-field models for heterogeneous networks of two-dimensional integrate and fire neurons.Dynamic Causal Models for phase coupling.A theoretical framework for analyzing coupled neuronal networks: Application to the olfactory system.Bifurcations of large networks of two-dimensional integrate and fire neurons.A principled dimension-reduction method for the population density approach to modeling networks of neurons with synaptic dynamics.Practical approximation method for firing-rate models of coupled neural networks with correlated inputs.Variable synaptic strengths controls the firing rate distribution in feedforward neural networks.Exact analytical results for integrate-and-fire neurons driven by excitatory shot noise.Population density models of integrate-and-fire neurons with jumps: well-posedness.Spike train statistics and dynamics with synaptic input from any renewal process: a population density approach.Flexible traffic control of the synfire-mode transmission by inhibitory modulation: nonlinear noise reduction.Examining the limits of cellular adaptation bursting mechanisms in biologically-based excitatory networks of the hippocampus.Closure schemes in stochastic nonlinear dynamics: a validation case study.Metastable states and quasicycles in a stochastic Wilson-Cowan model of neuronal population dynamics.
P2860
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P2860
Critical analysis of dimension reduction by a moment closure method in a population density approach to neural network modeling.
description
2007 nî lūn-bûn
@nan
2007年の論文
@ja
2007年論文
@yue
2007年論文
@zh-hant
2007年論文
@zh-hk
2007年論文
@zh-mo
2007年論文
@zh-tw
2007年论文
@wuu
2007年论文
@zh
2007年论文
@zh-cn
name
Critical analysis of dimension ...... ch to neural network modeling.
@en
type
label
Critical analysis of dimension ...... ch to neural network modeling.
@en
prefLabel
Critical analysis of dimension ...... ch to neural network modeling.
@en
P2860
P1433
P1476
Critical analysis of dimension ...... ch to neural network modeling.
@en
P2093
Daniel Tranchina
P2860
P304
P356
10.1162/NECO.2007.19.8.2032
P577
2007-08-01T00:00:00Z