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Structured neuronal encoding and decoding of human speech features
Human speech sounds are produced through a coordinated movement of structures along the vocal tract. Here we show highly structured neuronal encoding of vowel articulation. In medial-frontal neurons, we observe highly specific tuning to individual vowels, whereas superior temporal gyrus neurons have...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4445934/ https://www.ncbi.nlm.nih.gov/pubmed/22910361 http://dx.doi.org/10.1038/ncomms1995 |
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author | Tankus, Ariel Fried, Itzhak Shoham, Shy |
author_facet | Tankus, Ariel Fried, Itzhak Shoham, Shy |
author_sort | Tankus, Ariel |
collection | PubMed |
description | Human speech sounds are produced through a coordinated movement of structures along the vocal tract. Here we show highly structured neuronal encoding of vowel articulation. In medial-frontal neurons, we observe highly specific tuning to individual vowels, whereas superior temporal gyrus neurons have non-specific, sinusoidally-modulated tuning (analogous to motor cortical directional tuning). At the neuronal population level, a decoding analysis reveals that the underlying structure of vowel encoding reflects the anatomical basis of articulatory movements. This structured encoding enables accurate decoding of volitional speech segments and could be applied in the development of Brain-Machine Interfaces for restoring speech in paralyzed individuals. |
format | Online Article Text |
id | pubmed-4445934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
record_format | MEDLINE/PubMed |
spelling | pubmed-44459342015-05-27 Structured neuronal encoding and decoding of human speech features Tankus, Ariel Fried, Itzhak Shoham, Shy Nat Commun Article Human speech sounds are produced through a coordinated movement of structures along the vocal tract. Here we show highly structured neuronal encoding of vowel articulation. In medial-frontal neurons, we observe highly specific tuning to individual vowels, whereas superior temporal gyrus neurons have non-specific, sinusoidally-modulated tuning (analogous to motor cortical directional tuning). At the neuronal population level, a decoding analysis reveals that the underlying structure of vowel encoding reflects the anatomical basis of articulatory movements. This structured encoding enables accurate decoding of volitional speech segments and could be applied in the development of Brain-Machine Interfaces for restoring speech in paralyzed individuals. 2012 /pmc/articles/PMC4445934/ /pubmed/22910361 http://dx.doi.org/10.1038/ncomms1995 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Tankus, Ariel Fried, Itzhak Shoham, Shy Structured neuronal encoding and decoding of human speech features |
title | Structured neuronal encoding and decoding of human speech features |
title_full | Structured neuronal encoding and decoding of human speech features |
title_fullStr | Structured neuronal encoding and decoding of human speech features |
title_full_unstemmed | Structured neuronal encoding and decoding of human speech features |
title_short | Structured neuronal encoding and decoding of human speech features |
title_sort | structured neuronal encoding and decoding of human speech features |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4445934/ https://www.ncbi.nlm.nih.gov/pubmed/22910361 http://dx.doi.org/10.1038/ncomms1995 |
work_keys_str_mv | AT tankusariel structuredneuronalencodinganddecodingofhumanspeechfeatures AT frieditzhak structuredneuronalencodinganddecodingofhumanspeechfeatures AT shohamshy structuredneuronalencodinganddecodingofhumanspeechfeatures |