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Stochastic resonance improves vision in the severely impaired

We verified whether a stochastic resonance paradigm (SR), with random interference (“noise”) added in optimal amounts, improves the detection of sub-threshold visual information by subjects with retinal disorder and impaired vision as it does in the normally sighted. Six levels of dynamic, zero-mean...

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Autores principales: Itzcovich, Elena, Riani, Massimo, Sannita, Walter G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634416/
https://www.ncbi.nlm.nih.gov/pubmed/28993662
http://dx.doi.org/10.1038/s41598-017-12906-2
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author Itzcovich, Elena
Riani, Massimo
Sannita, Walter G.
author_facet Itzcovich, Elena
Riani, Massimo
Sannita, Walter G.
author_sort Itzcovich, Elena
collection PubMed
description We verified whether a stochastic resonance paradigm (SR), with random interference (“noise”) added in optimal amounts, improves the detection of sub-threshold visual information by subjects with retinal disorder and impaired vision as it does in the normally sighted. Six levels of dynamic, zero-mean Gaussian noise were added to each pixel of images (13 contrast levels) in which alphabet characters were displayed against a uniform gray background. Images were presented with contrast below the subjective threshold to 14 visually impaired subjects (age: 22–53 yrs.). The fraction of recognized letters varied between 0 and 0.3 at baseline and increased in all subjects when noise was added in optimal amounts; peak recognition ranged between 0.2 and 0.8 at noise sigmas between 6 and 30 grey scale values (GSV) and decreased in all subjects at noise levels with sigma above 30 GSV. The results replicate in the visually impaired the facilitation of visual information processing with images presented in SR paradigms that has been documented in sighted subjects. The effect was obtained with low-level image manipulation and application appears readily possible: it would enhance the efficiency of today vision-improving aids and help in the development of the visual prostheses hopefully available in the future.
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spelling pubmed-56344162017-10-18 Stochastic resonance improves vision in the severely impaired Itzcovich, Elena Riani, Massimo Sannita, Walter G. Sci Rep Article We verified whether a stochastic resonance paradigm (SR), with random interference (“noise”) added in optimal amounts, improves the detection of sub-threshold visual information by subjects with retinal disorder and impaired vision as it does in the normally sighted. Six levels of dynamic, zero-mean Gaussian noise were added to each pixel of images (13 contrast levels) in which alphabet characters were displayed against a uniform gray background. Images were presented with contrast below the subjective threshold to 14 visually impaired subjects (age: 22–53 yrs.). The fraction of recognized letters varied between 0 and 0.3 at baseline and increased in all subjects when noise was added in optimal amounts; peak recognition ranged between 0.2 and 0.8 at noise sigmas between 6 and 30 grey scale values (GSV) and decreased in all subjects at noise levels with sigma above 30 GSV. The results replicate in the visually impaired the facilitation of visual information processing with images presented in SR paradigms that has been documented in sighted subjects. The effect was obtained with low-level image manipulation and application appears readily possible: it would enhance the efficiency of today vision-improving aids and help in the development of the visual prostheses hopefully available in the future. Nature Publishing Group UK 2017-10-09 /pmc/articles/PMC5634416/ /pubmed/28993662 http://dx.doi.org/10.1038/s41598-017-12906-2 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Itzcovich, Elena
Riani, Massimo
Sannita, Walter G.
Stochastic resonance improves vision in the severely impaired
title Stochastic resonance improves vision in the severely impaired
title_full Stochastic resonance improves vision in the severely impaired
title_fullStr Stochastic resonance improves vision in the severely impaired
title_full_unstemmed Stochastic resonance improves vision in the severely impaired
title_short Stochastic resonance improves vision in the severely impaired
title_sort stochastic resonance improves vision in the severely impaired
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634416/
https://www.ncbi.nlm.nih.gov/pubmed/28993662
http://dx.doi.org/10.1038/s41598-017-12906-2
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