Solving the two-dimensional Fokker-Planck equation for strongly correlated neurons.

@article{Deniz2016SolvingTT,
  title={Solving the two-dimensional Fokker-Planck equation for strongly correlated neurons.},
  author={Taşkın Deniz and Stefan Rotter},
  journal={Physical review. E},
  year={2016},
  volume={95 1-1},
  pages={
          012412
        }
}
Pairs of neurons in brain networks often share much of the input they receive from other neurons. Due to essential nonlinearities of the neuronal dynamics, the consequences for the correlation of the output spike trains are generally not well understood. Here we analyze the case of two leaky integrate-and-fire neurons using an approach which is nonperturbative with respect to the degree of input correlation. Our treatment covers both weakly and strongly correlated dynamics, generalizing… CONTINUE READING
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Publications referenced by this paper.
SHOWING 1-10 OF 36 REFERENCES

Biol

M.J.E. Richardson
  • Cybern. 99, 381
  • 2008
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

Neurosci

T. Schwalger, F. Droste, B. Lindner, J. Comput
  • 39, 29
  • 2015
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

PLoS Comput

V. Pernice, B. Staude, S. Cardanobile, S. Rotter
  • Biol. 7, e1002059
  • 2011
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

J

E. Shea-Brown, K. Josić
  • de la Rocha, and B. Doiron, Phys. Rev. Lett. 100, 108102
  • 2008
VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Neural Comput

B. Kriener, T. Tetzlaff, A. Aertsen, M. Diesmann, S. Rotter
  • 20, 2185
  • 2008
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Neurosci

S. O. Voronenko, W. Stannat, B. Linder, J. Math
  • 5, 1
  • 2015

Nat

A. S. Ecker, A. S. Tolias
  • Neurosci. 17, 750
  • 2014

Nat

R. Moreno-Bote, J. Beck, +3 authors A. Pouget
  • Neurosci. 17, 1410
  • 2014

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