FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2481854178> ?p ?o ?g. }

• W2481854178 endingPage "056004" @default.
• W2481854178 startingPage "056004" @default.
• W2481854178 abstract "The superior temporal gyrus (STG) and neighboring brain regions play a key role in human language processing. Previous studies have attempted to reconstruct speech information from brain activity in the STG, but few of them incorporate the probabilistic framework and engineering methodology used in modern speech recognition systems. In this work, we describe the initial efforts toward the design of a neural speech recognition (NSR) system that performs continuous phoneme recognition on English stimuli with arbitrary vocabulary sizes using the high gamma band power of local field potentials in the STG and neighboring cortical areas obtained via electrocorticography.The system implements a Viterbi decoder that incorporates phoneme likelihood estimates from a linear discriminant analysis model and transition probabilities from an n-gram phonemic language model. Grid searches were used in an attempt to determine optimal parameterizations of the feature vectors and Viterbi decoder.The performance of the system was significantly improved by using spatiotemporal representations of the neural activity (as opposed to purely spatial representations) and by including language modeling and Viterbi decoding in the NSR system.These results emphasize the importance of modeling the temporal dynamics of neural responses when analyzing their variations with respect to varying stimuli and demonstrate that speech recognition techniques can be successfully leveraged when decoding speech from neural signals. Guided by the results detailed in this work, further development of the NSR system could have applications in the fields of automatic speech recognition and neural prosthetics." @default.
• W2481854178 created "2016-08-23" @default.
• W2481854178 creator A5027872966 @default.
• W2481854178 creator A5033351155 @default.
• W2481854178 creator A5059605278 @default.
• W2481854178 creator A5091099837 @default.
• W2481854178 date "2016-08-03" @default.
• W2481854178 modified "2023-10-17" @default.
• W2481854178 title "Neural speech recognition: continuous phoneme decoding using spatiotemporal representations of human cortical activity" @default.
• W2481854178 cites W1488659701 @default.
• W2481854178 cites W1524499094 @default.
• W2481854178 cites W1611006584 @default.
• W2481854178 cites W1934041838 @default.
• W2481854178 cites W1951724000 @default.
• W2481854178 cites W1965248225 @default.
• W2481854178 cites W1991133427 @default.
• W2481854178 cites W1994711727 @default.
• W2481854178 cites W1997161938 @default.
• W2481854178 cites W2000244215 @default.
• W2481854178 cites W2005066437 @default.
• W2481854178 cites W2010495159 @default.
• W2481854178 cites W2018993800 @default.
• W2481854178 cites W2025054170 @default.
• W2481854178 cites W2028664989 @default.
• W2481854178 cites W2029996593 @default.
• W2481854178 cites W2030913473 @default.
• W2481854178 cites W2047164395 @default.
• W2481854178 cites W2067585008 @default.
• W2481854178 cites W2074250290 @default.
• W2481854178 cites W2079207700 @default.
• W2481854178 cites W2082183045 @default.
• W2481854178 cites W2088547573 @default.
• W2481854178 cites W2100509922 @default.
• W2481854178 cites W2103032521 @default.
• W2481854178 cites W2104042615 @default.
• W2481854178 cites W2109023847 @default.
• W2481854178 cites W2109622017 @default.
• W2481854178 cites W2110485445 @default.
• W2481854178 cites W2122424463 @default.
• W2481854178 cites W2125001590 @default.
• W2481854178 cites W2129191002 @default.
• W2481854178 cites W2138672527 @default.
• W2481854178 cites W2139581981 @default.
• W2481854178 cites W2141845152 @default.
• W2481854178 cites W2144344332 @default.
• W2481854178 cites W2148154194 @default.
• W2481854178 cites W2151544568 @default.
• W2481854178 cites W2151721316 @default.
• W2481854178 cites W2152051032 @default.
• W2481854178 cites W2154649497 @default.
• W2481854178 cites W2160482844 @default.
• W2481854178 cites W2160783467 @default.
• W2481854178 cites W2160815625 @default.
• W2481854178 cites W2168961642 @default.
• W2481854178 cites W2171361544 @default.
• W2481854178 cites W2787894218 @default.
• W2481854178 cites W2977305403 @default.
• W2481854178 cites W573183736 @default.
• W2481854178 doi "https://doi.org/10.1088/1741-2560/13/5/056004" @default.
• W2481854178 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5031534" @default.
• W2481854178 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27484713" @default.
• W2481854178 hasPublicationYear "2016" @default.
• W2481854178 type Work @default.
• W2481854178 sameAs 2481854178 @default.
• W2481854178 citedByCount "67" @default.
• W2481854178 countsByYear W24818541782017 @default.
• W2481854178 countsByYear W24818541782018 @default.
• W2481854178 countsByYear W24818541782019 @default.
• W2481854178 countsByYear W24818541782020 @default.
• W2481854178 countsByYear W24818541782021 @default.
• W2481854178 countsByYear W24818541782022 @default.
• W2481854178 countsByYear W24818541782023 @default.
• W2481854178 crossrefType "journal-article" @default.
• W2481854178 hasAuthorship W2481854178A5027872966 @default.
• W2481854178 hasAuthorship W2481854178A5033351155 @default.
• W2481854178 hasAuthorship W2481854178A5059605278 @default.
• W2481854178 hasAuthorship W2481854178A5091099837 @default.
• W2481854178 hasBestOaLocation W24818541782 @default.
• W2481854178 hasConcept C11413529 @default.
• W2481854178 hasConcept C117379686 @default.
• W2481854178 hasConcept C137293760 @default.
• W2481854178 hasConcept C153180895 @default.
• W2481854178 hasConcept C154945302 @default.
• W2481854178 hasConcept C28490314 @default.
• W2481854178 hasConcept C41008148 @default.
• W2481854178 hasConcept C57273362 @default.
• W2481854178 hasConceptScore W2481854178C11413529 @default.
• W2481854178 hasConceptScore W2481854178C117379686 @default.
• W2481854178 hasConceptScore W2481854178C137293760 @default.
• W2481854178 hasConceptScore W2481854178C153180895 @default.
• W2481854178 hasConceptScore W2481854178C154945302 @default.
• W2481854178 hasConceptScore W2481854178C28490314 @default.
• W2481854178 hasConceptScore W2481854178C41008148 @default.
• W2481854178 hasConceptScore W2481854178C57273362 @default.
• W2481854178 hasFunder F4320306076 @default.
• W2481854178 hasFunder F4320306403 @default.
• W2481854178 hasFunder F4320332161 @default.
• W2481854178 hasIssue "5" @default.

• next