Receptive field inference with localized priors.

The linear receptive field describes a mapping from sensory stimuli to a one-dimensional variable governing a neuron's spike response. However, traditional receptive field estimators such as the spike-triggered average converge slowly and often require large amounts of data. Bayesian methods se...

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Bibliographic Details
Main Authors: Mijung Park, Jonathan W Pillow
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-10-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC3203052?pdf=render