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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Dettagli Bibliografici
Pubblicato in:eLife
Autori principali: Shah, Nishal P, Brackbill, Nora, Rhoades, Colleen, Kling, Alexandra, Goetz, Georges, Litke, Alan M, Sher, Alexander, Simoncelli, Eero P, Chichilnisky, EJ
Natura: Artigo
Lingua:Inglês
Pubblicazione: eLife Sciences Publications, Ltd 2020
Soggetti:
Neuroscience
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7062463/
https://ncbi.nlm.nih.gov/pubmed/32149600
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.45743
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