| Literature DB >> 27377299 |
Stephanie Martin1, José Del R Millán2, Robert T Knight3, Brian N Pasley4.
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.Entities:
Keywords: Electrocorticography; Imagined speech; Intracranial recording; Neuroprosthetics; Spatio-temporal pattern of brain activity; Speech decoding; Time course
Mesh:
Year: 2016 PMID: 27377299 PMCID: PMC5203979 DOI: 10.1016/j.bandl.2016.06.003
Source DB: PubMed Journal: Brain Lang ISSN: 0093-934X Impact factor: 2.381