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Mapping nonlinear receptive field structure in primate retina at single cone resolution

The function of a neural circuit is shaped by the computations performed by its interneurons, which in many cases are not easily accessible to experimental investigation. Here, we elucidate the transformation of visual signals flowing from the input to the output of the primate retina, using a combi...

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Autores principales: Freeman, Jeremy, Field, Greg D, Li, Peter H, Greschner, Martin, Gunning, Deborah E, Mathieson, Keith, Sher, Alexander, Litke, Alan M, Paninski, Liam, Simoncelli, Eero P, Chichilnisky, EJ
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4623615/
https://www.ncbi.nlm.nih.gov/pubmed/26517879
http://dx.doi.org/10.7554/eLife.05241
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author Freeman, Jeremy
Field, Greg D
Li, Peter H
Greschner, Martin
Gunning, Deborah E
Mathieson, Keith
Sher, Alexander
Litke, Alan M
Paninski, Liam
Simoncelli, Eero P
Chichilnisky, EJ
author_facet Freeman, Jeremy
Field, Greg D
Li, Peter H
Greschner, Martin
Gunning, Deborah E
Mathieson, Keith
Sher, Alexander
Litke, Alan M
Paninski, Liam
Simoncelli, Eero P
Chichilnisky, EJ
author_sort Freeman, Jeremy
collection PubMed
description The function of a neural circuit is shaped by the computations performed by its interneurons, which in many cases are not easily accessible to experimental investigation. Here, we elucidate the transformation of visual signals flowing from the input to the output of the primate retina, using a combination of large-scale multi-electrode recordings from an identified ganglion cell type, visual stimulation targeted at individual cone photoreceptors, and a hierarchical computational model. The results reveal nonlinear subunits in the circuity of OFF midget ganglion cells, which subserve high-resolution vision. The model explains light responses to a variety of stimuli more accurately than a linear model, including stimuli targeted to cones within and across subunits. The recovered model components are consistent with known anatomical organization of midget bipolar interneurons. These results reveal the spatial structure of linear and nonlinear encoding, at the resolution of single cells and at the scale of complete circuits. DOI: http://dx.doi.org/10.7554/eLife.05241.001
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spelling pubmed-46236152015-10-31 Mapping nonlinear receptive field structure in primate retina at single cone resolution Freeman, Jeremy Field, Greg D Li, Peter H Greschner, Martin Gunning, Deborah E Mathieson, Keith Sher, Alexander Litke, Alan M Paninski, Liam Simoncelli, Eero P Chichilnisky, EJ eLife Computational and Systems Biology The function of a neural circuit is shaped by the computations performed by its interneurons, which in many cases are not easily accessible to experimental investigation. Here, we elucidate the transformation of visual signals flowing from the input to the output of the primate retina, using a combination of large-scale multi-electrode recordings from an identified ganglion cell type, visual stimulation targeted at individual cone photoreceptors, and a hierarchical computational model. The results reveal nonlinear subunits in the circuity of OFF midget ganglion cells, which subserve high-resolution vision. The model explains light responses to a variety of stimuli more accurately than a linear model, including stimuli targeted to cones within and across subunits. The recovered model components are consistent with known anatomical organization of midget bipolar interneurons. These results reveal the spatial structure of linear and nonlinear encoding, at the resolution of single cells and at the scale of complete circuits. DOI: http://dx.doi.org/10.7554/eLife.05241.001 eLife Sciences Publications, Ltd 2015-10-30 /pmc/articles/PMC4623615/ /pubmed/26517879 http://dx.doi.org/10.7554/eLife.05241 Text en © 2015, Freeman et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Freeman, Jeremy
Field, Greg D
Li, Peter H
Greschner, Martin
Gunning, Deborah E
Mathieson, Keith
Sher, Alexander
Litke, Alan M
Paninski, Liam
Simoncelli, Eero P
Chichilnisky, EJ
Mapping nonlinear receptive field structure in primate retina at single cone resolution
title Mapping nonlinear receptive field structure in primate retina at single cone resolution
title_full Mapping nonlinear receptive field structure in primate retina at single cone resolution
title_fullStr Mapping nonlinear receptive field structure in primate retina at single cone resolution
title_full_unstemmed Mapping nonlinear receptive field structure in primate retina at single cone resolution
title_short Mapping nonlinear receptive field structure in primate retina at single cone resolution
title_sort mapping nonlinear receptive field structure in primate retina at single cone resolution
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4623615/
https://www.ncbi.nlm.nih.gov/pubmed/26517879
http://dx.doi.org/10.7554/eLife.05241
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