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Linear response for spiking neuronal networks with unbounded memory

Archive ouverte | Cessac, Bruno | CCSD

L'institution a financé les frais de publication pour que cet article soit en libre accès. International audience. We establish a general linear response relation for spiking neuronal networks, based on chains with ...

Dimensionality Reduction on Spatio-Temporal Maximum Entropy Models of Spiking Networks

Archive ouverte | Herzog, Rubén | CCSD

Maximum entropy models (MEM) have been widely used in the last 10 years to characterize the 16 statistics of networks of spiking neurons. A major drawback of this approach is that the number of parameters used in the statistical m...

Linear Response of General Observables in Spiking Neuronal Network Models

Archive ouverte | Cessac, Bruno | CCSD

International audience. The activity of a neuronal network, characterized by action potentials (spikes), is constrained by the intrinsic properties of neurons and their interactions. When a neuronal network is submi...

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