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Adaptive feature detection from differential processing in parallel retinal pathways

To transmit information efficiently in a changing environment, the retina adapts to visual contrast by adjusting its gain, latency and mean response. Additionally, the temporal frequency selectivity, or bandwidth changes to encode the absolute intensity when the stimulus environment is noisy, and in...

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Detalles Bibliográficos
Autores principales: Ozuysal, Yusuf, Kastner, David B., Baccus, Stephen A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245510/
https://www.ncbi.nlm.nih.gov/pubmed/30457994
http://dx.doi.org/10.1371/journal.pcbi.1006560
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author Ozuysal, Yusuf
Kastner, David B.
Baccus, Stephen A.
author_facet Ozuysal, Yusuf
Kastner, David B.
Baccus, Stephen A.
author_sort Ozuysal, Yusuf
collection PubMed
description To transmit information efficiently in a changing environment, the retina adapts to visual contrast by adjusting its gain, latency and mean response. Additionally, the temporal frequency selectivity, or bandwidth changes to encode the absolute intensity when the stimulus environment is noisy, and intensity differences when noise is low. We show that the On pathway of On-Off retinal amacrine and ganglion cells is required to change temporal bandwidth but not other adaptive properties. This remarkably specific adaptive mechanism arises from differential effects of contrast on the On and Off pathways. We analyzed a biophysical model fit only to a cell’s membrane potential, and verified pharmacologically that it accurately revealed the two pathways. We conclude that changes in bandwidth arise mostly from differences in synaptic threshold in the two pathways, rather than synaptic release dynamics as has previously been proposed to underlie contrast adaptation. Different efficient codes are selected by different thresholds in two independently adapting neural pathways.
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spelling pubmed-62455102018-12-01 Adaptive feature detection from differential processing in parallel retinal pathways Ozuysal, Yusuf Kastner, David B. Baccus, Stephen A. PLoS Comput Biol Research Article To transmit information efficiently in a changing environment, the retina adapts to visual contrast by adjusting its gain, latency and mean response. Additionally, the temporal frequency selectivity, or bandwidth changes to encode the absolute intensity when the stimulus environment is noisy, and intensity differences when noise is low. We show that the On pathway of On-Off retinal amacrine and ganglion cells is required to change temporal bandwidth but not other adaptive properties. This remarkably specific adaptive mechanism arises from differential effects of contrast on the On and Off pathways. We analyzed a biophysical model fit only to a cell’s membrane potential, and verified pharmacologically that it accurately revealed the two pathways. We conclude that changes in bandwidth arise mostly from differences in synaptic threshold in the two pathways, rather than synaptic release dynamics as has previously been proposed to underlie contrast adaptation. Different efficient codes are selected by different thresholds in two independently adapting neural pathways. Public Library of Science 2018-11-20 /pmc/articles/PMC6245510/ /pubmed/30457994 http://dx.doi.org/10.1371/journal.pcbi.1006560 Text en © 2018 Ozuysal et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ozuysal, Yusuf
Kastner, David B.
Baccus, Stephen A.
Adaptive feature detection from differential processing in parallel retinal pathways
title Adaptive feature detection from differential processing in parallel retinal pathways
title_full Adaptive feature detection from differential processing in parallel retinal pathways
title_fullStr Adaptive feature detection from differential processing in parallel retinal pathways
title_full_unstemmed Adaptive feature detection from differential processing in parallel retinal pathways
title_short Adaptive feature detection from differential processing in parallel retinal pathways
title_sort adaptive feature detection from differential processing in parallel retinal pathways
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245510/
https://www.ncbi.nlm.nih.gov/pubmed/30457994
http://dx.doi.org/10.1371/journal.pcbi.1006560
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