Delta-Band Neural Responses to Individual Words Are Modulated by Sentence Processing

The Journal of neuroscience : the official journal of the Society for Neuroscience(2023)

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摘要
To understand language, we need to recognize words and combine them into phrases and sentences. During this process, responses to the words themselves are changed. In a step toward understanding how the brain builds sentence structure, the present study concerns the neural readout of this adaptation. We ask whether low-frequency neural readouts associated with words change as a function of being in a sentence. To this end, we analyzed an MEG dataset by Schoffelen et al. (2019) of 102 human participants (51 women) listening to sentences and word lists, the latter lacking any syntactic structure and combinatorial meaning. Using tem-poral response functions and a cumulative model-fitting approach, we disentangled delta-and theta-band responses to lexical infor-mation (word frequency), from responses to sensory and distributional variables. The results suggest that delta-band responses to words are affected by sentence context in time and space, over and above entropy and surprisal. In both conditions, the word fre-quency response spanned left temporal and posterior frontal areas; however, the response appeared later in word lists than in sen-tences. In addition, sentence context determined whether inferior frontal areas were responsive to lexical information. In the theta band, the amplitude was larger in the word list condition ;100 milliseconds in right frontal areas. We conclude that low -fre-quency responses to words are changed by sentential context. The results of this study show how the neural representation of words is affected by structural context and as such provide insight into how the brain instantiates compositionality in language.
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关键词
combinatorial processing,lexical processing,sentence comprehension,surprisal,temporal response functions,word frequency
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