Bayesian filtering in spiking neural networks: Noise, adaptation, and multisensory integration

  • Authors:
  • Omer Bobrowski;Ron Meir;Yonina C. Eldar

  • Affiliations:
  • -;-;-

  • Venue:
  • Neural Computation
  • Year:
  • 2009

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Abstract

Resampling methods are popular tools for exploring the statistical structure of neural spike trains. In many applications, it is desirable to have resamples that preserve certain non-Poisson properties, like refractory periods and bursting, and that ...