Cortical time-course of evidence accumulation during semantic processing
Gayane GhazaryaniD, Marijn van VlietiD, Lotta Lammi, Tiina Lindh‐KnuutilaiD, Sasa L. KivisaariiD, Annika HulténiD, Riitta H. SalmeliniD
Abstract
Our understanding of the surrounding world and communication with other people are tied to mental representations of concepts. In order for the brain to recognize an object, it must determine which concept to access based on information available from sensory inputs. In this study, we combine magnetoencephalography and machine learning to investigate how concepts are represented and accessed in the brain over time. Using brain responses from a silent picture naming task, we track the dynamics of semantic processing, and show that the brain gradually accumulates semantic information before eventually reaching a plateau. The timing of this plateau point varies across individuals, indicating differences in the temporal domain of semantic processing, a new dimension of individual variability in the faculty of language.
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