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Št. zadetkov: 3
Can attractor network models account for the statistics of firing during persistent activity in prefrontal cortex?
Nicolas Brunel
Video in druga učna gradiva
Oznake: science;complexity science
Persistent activity observed in neurophysiological experiments in monkeys is thought to be the neuronal correlate of working memory. Over the last decade, network modelers have strived to reproduce the main features of these experiments. In particular, attractor network models have been proposed in ...
Leto: 2008 Vir: videolectures.net
Parameter Estimation of ODE's with Regression Splines: Application to Biological Networks
Nicolas Brunel
Video in druga učna gradiva
Oznake: mathematics;statistics;biology
The construction and the estimation of quantitative models of gene regulatory networks and metabolic networks is one of the task of Systems Biology. Such models are useful because they provide tools for simulating and predicting biological systems. Various approaches have been proposed, such as grap ...
Leto: 2007 Vir: videolectures.net
Flow-based Bayesian Estimation of Nonlinear Differential Equations for Modeling Biological Network
Nicolas Brunel
Video in druga učna gradiva
Oznake: computer science;bioinformatics
We consider the problem of estimating parameters and unobserved trajectories in nonlinear ordinary differential equations (ODEs) from noisy and partially observed data. We focus on a class of state-space models defined from the integration of the differential equation in the evolution equation. Wit ...
Leto: 2010 Vir: videolectures.net
Št. zadetkov: 3
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