Using a Data-Driven Approach to Estimate Second-Language Proficiency From Brain Activation: A Functional Near-Infrared Spectroscopy Study

Using a Data-Driven Approach to Estimate Second-Language Proficiency From Brain Activation: A Functional Near-Infrared Spectroscopy Study

While non-invasive brain imaging has made substantial contributions to advance human brain science, estimation of individual state is becoming important to realize its applications in society. Brain activations were used to classify second-language proficiencies. Participants in functional near-infr...

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Bibliographic Details
Main Authors: Miaomei Lei, Toshinori Miyoshi, Ippeita Dan, Hiroki Sato
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Neuroscience
Subjects:
machine learning
language proficiency
brain activation
feature selection
native Japanese speakers
native English speakers
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00694/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2020.00694/full

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