From Images and Words to Modality-Independent Semantic Representations: When and Where They Emerge
Nicolas PironiD, Théo DesbordesiD, Itsaso OlasagastiiD, Sophie SchwartziD, Nina KazaninaiD
Abstract
Conceptual knowledge can be accessed from different modalities, such as seeing an image or reading a written word. While prior neuroimaging studies implicate anterior temporal cortex in modality-independent semantic representations, when and how representations evoked by images and words converge onto a modality-independent code remains unclear. Moreover, evidence for modality-independent category representations comes largely from tasks that explicitly required semantic processing, leaving open whether such representations emerge when semantic category and stimulus modality are task-irrelevant. We magnetoencephalography (MEG) to determine when and where modality-independent semantic category representations emerge across images and words when participants (n = 32) encoded six-item sequences containing an exemplar of six semantic categories counterbalanced across positions and reported the ordinal position of a probed item. Decoding performance was above chance for all categories in each modality from approximately 70 ms relative to item presentation. Generalization peaked at similar latencies for the two modalities (~520-530 ms), where image and word classifiers had the most similar coefficients. In both transfer directions, activity elicited by images generalized mostly to later activity elicited by words, and a given period of the image response shared its category code with a longer period of the word response. Source-space decoding around the peak of generalization identified the same regions for both transfer directions: left and right anterior temporal lobe, perisylvian cortex (more extensive in the left hemisphere), right visual cortex, and bilateral orbitofrontal cortex, indicating a modality-independent category code distributed across the cortex.
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