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The use of intracranial recordings to decode human language: Challenges and opportunities
- Source :
- Brain Lang
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Decoding speech from intracranial recordings serves two main purposes: understanding the neural correlates of speech processing and decoding speech features for targeting speech neuroprosthetic devices. Intracranial recordings have high spatial and temporal resolution, and thus offer a unique opportunity to investigate and decode the electrophysiological dynamics underlying speech processing. In this review article, we describe current approaches to decoding different features of speech perception and production - such as spectrotemporal, phonetic, phonotactic, semantic, and articulatory components - using intracranial recordings. A specific section is devoted to the decoding of imagined speech, and potential applications to speech prosthetic devices. We outline the challenges in decoding human language, as well as the opportunities in scientific and neuroengineering applications.
- Subjects :
- 0301 basic medicine
Linguistics and Language
Speech perception
Neuroprosthetics
Imagined speech
Cognitive Neuroscience
Speech recognition
Experimental and Cognitive Psychology
Article
Language and Linguistics
03 medical and health sciences
Speech and Hearing
0302 clinical medicine
Phonetics
Humans
Speech
Language
Neural correlates of consciousness
Communication
business.industry
Neural engineering
Speech processing
Electrodes, Implanted
Semantics
030104 developmental biology
Speech Perception
Electrocorticography
Neurocomputational speech processing
business
Psychology
030217 neurology & neurosurgery
Decoding methods
Subjects
Details
- ISSN :
- 0093934X
- Volume :
- 193
- Database :
- OpenAIRE
- Journal :
- Brain and Language
- Accession number :
- edsair.doi.dedup.....8c54ff2b5220b5d05bfbfd683e1322f9
- Full Text :
- https://doi.org/10.1016/j.bandl.2016.06.003