Activity in perceptual classification networks as a basis for human subjective time perception
How the brain tracks the passage of time remains unclear. Here, the authors show that tracking activation changes in a neural network trained to recognize objects (similar to the human visual system) produces estimates of duration that are subject to human-like biases.
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Nature Portfolio
2019
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oai:doaj.org-article:e4bef4679014450692cb6487f0ea989e2021-12-02T15:36:23ZActivity in perceptual classification networks as a basis for human subjective time perception10.1038/s41467-018-08194-72041-1723https://doaj.org/article/e4bef4679014450692cb6487f0ea989e2019-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-08194-7https://doaj.org/toc/2041-1723How the brain tracks the passage of time remains unclear. Here, the authors show that tracking activation changes in a neural network trained to recognize objects (similar to the human visual system) produces estimates of duration that are subject to human-like biases.Warrick RoseboomZafeirios FountasKyriacos NikiforouDavid BhowmikMurray ShanahanAnil K. SethNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-9 (2019) |
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Science Q Warrick Roseboom Zafeirios Fountas Kyriacos Nikiforou David Bhowmik Murray Shanahan Anil K. Seth Activity in perceptual classification networks as a basis for human subjective time perception |
description |
How the brain tracks the passage of time remains unclear. Here, the authors show that tracking activation changes in a neural network trained to recognize objects (similar to the human visual system) produces estimates of duration that are subject to human-like biases. |
format |
article |
author |
Warrick Roseboom Zafeirios Fountas Kyriacos Nikiforou David Bhowmik Murray Shanahan Anil K. Seth |
author_facet |
Warrick Roseboom Zafeirios Fountas Kyriacos Nikiforou David Bhowmik Murray Shanahan Anil K. Seth |
author_sort |
Warrick Roseboom |
title |
Activity in perceptual classification networks as a basis for human subjective time perception |
title_short |
Activity in perceptual classification networks as a basis for human subjective time perception |
title_full |
Activity in perceptual classification networks as a basis for human subjective time perception |
title_fullStr |
Activity in perceptual classification networks as a basis for human subjective time perception |
title_full_unstemmed |
Activity in perceptual classification networks as a basis for human subjective time perception |
title_sort |
activity in perceptual classification networks as a basis for human subjective time perception |
publisher |
Nature Portfolio |
publishDate |
2019 |
url |
https://doaj.org/article/e4bef4679014450692cb6487f0ea989e |
work_keys_str_mv |
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1718386321337090048 |