Inference of nonlinear receptive field subunits with spike-triggered clustering

Inference of nonlinear receptive field subunits with spike-triggered clustering

Responses of sensory neurons are often modeled using a weighted combination of rectified linear subunits. Since these subunits often cannot be measured directly, a flexible method is needed to infer their properties from the responses of downstream neurons. We present a method for maximum likelihood...

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Bibliographic Details
Main Authors: Nishal P Shah, Nora Brackbill, Colleen Rhoades, Alexandra Kling, Georges Goetz, Alan M Litke, Alexander Sher, Eero P Simoncelli, EJ Chichilnisky
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2020-03-01
Series:eLife
Subjects:
subunits
spike triggered analysis
LNLN model
natural scenes
Online Access:https://elifesciences.org/articles/45743

Internet

https://elifesciences.org/articles/45743

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