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Application of machine learning to signal entrainment identifies predictive processing in sign language. ...
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Application of machine learning to signal entrainment identifies predictive processing in sign language. ...
Abstract: We present the first analysis of multi-frequency neural entrainment to dynamic visual features which drives sign language comprehension. Using the measure of EEG coherence to optical flow in video stimuli, we are able to classify fluent signers’ brain states as denoting online language comprehension, or non-comprehension during watching of non-linguistic videos that are equivalent in low-level spatiotemporal features and high-level scene parameters. The data also indicates that lower frequencies, such as 1 Hz and 4 Hz, contribute substantially to brain state classification, indicating relevance of neural coherence to the signal at these frequencies to language comprehension. These findings suggest that fluent signers rely on predictive processing during online comprehension. ...
Keyword: Applied Developmental Psychology; Cognitive Linguistics; Cognitive Science; Developmental Psychology; Psycholinguistics
URL: https://dx.doi.org/10.48448/b0pw-ma07
https://underline.io/lecture/26627-application-of-machine-learning-to-signal-entrainment-identifies-predictive-processing-in-sign-language.
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Language Proficiency Impacts the Benefits of Co-Speech Gesture for Narrative Understanding Through a Visual Attention Mechanism ...
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A common framework for quantifying the learnability of nouns and verbs ...
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Towards a Cognitive Model of Collaborative Memory ...
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Testing an interference-based model of working memory in children with developmental language disorder and their typically developing peers ...
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Verbal working memory capacity modulates category representation. ...
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Testing an interference-based model of working memory in children with developmental language disorder and their typically developing peers ...
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A metric of children’s inference-making difficulty during language comprehension ...
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Verbal working memory capacity modulates category representation. ...
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Do gestures really facilitate speech production? ...
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Do gestures really facilitate speech production? ...
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Modelling Characters’ Mental Depth in Stories Told by Children Aged 4-10 ...
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Syntactic adaptation and word learning in French and English ...
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Syntactic adaptation and word learning in French and English ...
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Dynamic Action Facilitates Learning of Non-Adjacent Dependencies in Visual Sequences ...
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Learning part-based abstractions for visual object concepts ...
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Do you speak 'kid'? The role of experience in comprehending child speech ...
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Dynamic Action Facilitates Learning of Non-Adjacent Dependencies in Visual Sequences ...
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Interpretations of meaningful and ambiguous hand gestures from individuals with and without Autism Spectrum Disorder (ASD) ...
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