264 citations · 738 across the 27 of their papers we have counts for
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nlin.AO2008★ 11 cited
How Gibbs distributions may naturally arise from synaptic adaptation mechanisms. A model-based argumentation
B. Cessac, H. Rostro, J. C. Vasquez +1
This paper addresses two questions in the context of neuronal networks dynamics, using methods from dynamical systems theory and statistical physics: (i) How to characterize the st…
physics.bio-ph2008★ 6 cited
To which extend is the "neural code" a metric ?
Bruno Cessac, Horacio Rostro-González, Juan-Carlos Vasquez +1
Here is proposed a review of the different choices to structure spike trains, using deterministic metrics. Temporal constraints observed in biological or computational spike trains…
nlin.AO2008★ 2 cited
Statistics of spikes trains, synaptic plasticity and Gibbs distributions
B. Cessac, H. Rostro, J. C. Vasquez +1
We introduce a mathematical framework where the statistics of spikes trains, produced by neural networks evolving under synaptic plasticity, can be analysed.