Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG)
Artificial Grammar Learning (AGL) is a paradigm of study within cognitive psychology and linguistics that tests the subjects’ implicit learning ability to pursue a new or made-up grammar [1]. This interprets language in terms of concepts and its underlying semantics. The conclusions drawn from th...
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sg-ntu-dr.10356-684492023-03-03T16:03:14Z Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) Yuvadarshinii, Ilang Kumaran Xu Chengjie School of Chemical and Biomedical Engineering DRNTU::Engineering::Bioengineering Artificial Grammar Learning (AGL) is a paradigm of study within cognitive psychology and linguistics that tests the subjects’ implicit learning ability to pursue a new or made-up grammar [1]. This interprets language in terms of concepts and its underlying semantics. The conclusions drawn from these studies explain the mental processes underlying in these studies. Previous researches in AGL have shown that bilinguals have an advantage over monolinguals in various cognitive control tasks such as new grammar learning [2]. Based on these studies, it was hypothesized that the bilinguals are proficient in distinguishing grammar from non-grammar sequences. This project aims to investigate and analyze qualitatively and quantitatively, the efficiency of bilinguals in pursuing a new language grammar and check the validity of this argument in using more than one languages. In order to test the hypothesis, EEG responses from six bilinguals for language based visual-auditory stimuli were taken and analyzed. EEG is a powerful non-invasive tool used to explore human brains [16]. The analysis was based on the Event Related Potentials (ERP) components, their latency and amplitudes obtained for each subject in two conditions – Grammar and Non-Grammar in two languages. The observations showed that the subjects showed two components namely N200 and P300 in their ERPs corresponding to involuntary active processing of visual-auditory stimulus and selective attention and decision making respectively. The means of the data obtained in grammar and non-grammar conditions for both languages for all subjects were compared using T-Test assessment. The findings showed that majority of the response of the subjects for grammar sequences and non-grammar sequences were distinguishable with 95% significance. The allowable probability of false positive discoveries in the statistical comparisons were confined to atmost 2-5% significance. Master of Science (Biomedical Engineering) 2016-05-26T02:51:14Z 2016-05-26T02:51:14Z 2016 Thesis http://hdl.handle.net/10356/68449 en 76 p. application/pdf |
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DRNTU::Engineering::Bioengineering Yuvadarshinii, Ilang Kumaran Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
description |
Artificial Grammar Learning (AGL) is a paradigm of study within cognitive
psychology and linguistics that tests the subjects’ implicit learning ability to pursue a new
or made-up grammar [1]. This interprets language in terms of concepts and its underlying
semantics. The conclusions drawn from these studies explain the mental processes
underlying in these studies. Previous researches in AGL have shown that bilinguals have
an advantage over monolinguals in various cognitive control tasks such as new grammar
learning [2]. Based on these studies, it was hypothesized that the bilinguals are proficient
in distinguishing grammar from non-grammar sequences. This project aims to investigate
and analyze qualitatively and quantitatively, the efficiency of bilinguals in pursuing a new
language grammar and check the validity of this argument in using more than one
languages. In order to test the hypothesis, EEG responses from six bilinguals for language
based visual-auditory stimuli were taken and analyzed. EEG is a powerful non-invasive
tool used to explore human brains [16]. The analysis was based on the Event Related
Potentials (ERP) components, their latency and amplitudes obtained for each subject in
two conditions – Grammar and Non-Grammar in two languages. The observations showed
that the subjects showed two components namely N200 and P300 in their ERPs
corresponding to involuntary active processing of visual-auditory stimulus and selective
attention and decision making respectively. The means of the data obtained in grammar
and non-grammar conditions for both languages for all subjects were compared using T-Test assessment. The findings showed that majority of the response of the subjects for grammar sequences and non-grammar sequences were distinguishable with 95% significance. The allowable probability of false positive discoveries in the statistical comparisons were confined to atmost 2-5% significance. |
author2 |
Xu Chengjie |
author_facet |
Xu Chengjie Yuvadarshinii, Ilang Kumaran |
format |
Theses and Dissertations |
author |
Yuvadarshinii, Ilang Kumaran |
author_sort |
Yuvadarshinii, Ilang Kumaran |
title |
Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
title_short |
Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
title_full |
Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
title_fullStr |
Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
title_full_unstemmed |
Qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(EEG) |
title_sort |
qualitative and quantitive assessment of new language perception of bilinguals using electroencephalography(eeg) |
publishDate |
2016 |
url |
http://hdl.handle.net/10356/68449 |
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1759855951292137472 |