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