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Synchronous inhibitory pathways create both efficiency and diversity in the retina

Sensory receptive fields combine features that originate in different neural pathways. Retinal ganglion cell receptive fields compute intensity changes across space and time using a peripheral region known as the surround, a property that improves information transmission about natural scenes. The v...

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Autores principales: Manu, Mihai, McIntosh, Lane T., Kastner, David B., Naecker, Benjamin N., Baccus, Stephen A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795495/
https://www.ncbi.nlm.nih.gov/pubmed/35064086
http://dx.doi.org/10.1073/pnas.2116589119
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author Manu, Mihai
McIntosh, Lane T.
Kastner, David B.
Naecker, Benjamin N.
Baccus, Stephen A.
author_facet Manu, Mihai
McIntosh, Lane T.
Kastner, David B.
Naecker, Benjamin N.
Baccus, Stephen A.
author_sort Manu, Mihai
collection PubMed
description Sensory receptive fields combine features that originate in different neural pathways. Retinal ganglion cell receptive fields compute intensity changes across space and time using a peripheral region known as the surround, a property that improves information transmission about natural scenes. The visual features that construct this fundamental property have not been quantitatively assigned to specific interneurons. Here, we describe a generalizable approach using simultaneous intracellular and multielectrode recording to directly measure and manipulate the sensory feature conveyed by a neural pathway to a downstream neuron. By directly controlling the gain of individual interneurons in the circuit, we show that rather than transmitting different temporal features, inhibitory horizontal cells and linear amacrine cells synchronously create the linear surround at different spatial scales and that these two components fully account for the surround. By analyzing a large population of ganglion cells, we observe substantial diversity in the relative contribution of amacrine and horizontal cell visual features while still allowing individual cells to increase information transmission under the statistics of natural scenes. Established theories of efficient coding have shown that optimal information transmission under natural scenes allows a diverse set of receptive fields. Our results give a mechanism for this theory, showing how distinct neural pathways synthesize a sensory computation and how this architecture both generates computational diversity and achieves the objective of high information transmission.
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spelling pubmed-87954952022-07-21 Synchronous inhibitory pathways create both efficiency and diversity in the retina Manu, Mihai McIntosh, Lane T. Kastner, David B. Naecker, Benjamin N. Baccus, Stephen A. Proc Natl Acad Sci U S A Biological Sciences Sensory receptive fields combine features that originate in different neural pathways. Retinal ganglion cell receptive fields compute intensity changes across space and time using a peripheral region known as the surround, a property that improves information transmission about natural scenes. The visual features that construct this fundamental property have not been quantitatively assigned to specific interneurons. Here, we describe a generalizable approach using simultaneous intracellular and multielectrode recording to directly measure and manipulate the sensory feature conveyed by a neural pathway to a downstream neuron. By directly controlling the gain of individual interneurons in the circuit, we show that rather than transmitting different temporal features, inhibitory horizontal cells and linear amacrine cells synchronously create the linear surround at different spatial scales and that these two components fully account for the surround. By analyzing a large population of ganglion cells, we observe substantial diversity in the relative contribution of amacrine and horizontal cell visual features while still allowing individual cells to increase information transmission under the statistics of natural scenes. Established theories of efficient coding have shown that optimal information transmission under natural scenes allows a diverse set of receptive fields. Our results give a mechanism for this theory, showing how distinct neural pathways synthesize a sensory computation and how this architecture both generates computational diversity and achieves the objective of high information transmission. National Academy of Sciences 2022-01-21 2022-01-25 /pmc/articles/PMC8795495/ /pubmed/35064086 http://dx.doi.org/10.1073/pnas.2116589119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Manu, Mihai
McIntosh, Lane T.
Kastner, David B.
Naecker, Benjamin N.
Baccus, Stephen A.
Synchronous inhibitory pathways create both efficiency and diversity in the retina
title Synchronous inhibitory pathways create both efficiency and diversity in the retina
title_full Synchronous inhibitory pathways create both efficiency and diversity in the retina
title_fullStr Synchronous inhibitory pathways create both efficiency and diversity in the retina
title_full_unstemmed Synchronous inhibitory pathways create both efficiency and diversity in the retina
title_short Synchronous inhibitory pathways create both efficiency and diversity in the retina
title_sort synchronous inhibitory pathways create both efficiency and diversity in the retina
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795495/
https://www.ncbi.nlm.nih.gov/pubmed/35064086
http://dx.doi.org/10.1073/pnas.2116589119
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