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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2015
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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 |
format | Online Article Text |
id | pubmed-4623615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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