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: Park, Mijung, Pillow, Jonathan W.
Format: Online
Language:English
Published: Public Library of Science 2011
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3203052/