Publications

Displaying 1 - 3 of 3
  • Carota, F., Kriegeskorte, N., Nili, H., & Pulvermüller, F. (2017). Representational Similarity Mapping of Distributional Semantics in Left Inferior Frontal, Middle Temporal, and Motor Cortex. Cerebral Cortex, 27(1), 294-309. doi:10.1093/cercor/bhw379.

    Abstract

    Language comprehension engages a distributed network of frontotemporal, parietal, and sensorimotor regions, but it is still unclear how meaning of words and their semantic relationships are represented and processed within these regions and to which degrees lexico-semantic representations differ between regions and semantic types. We used fMRI and representational similarity analysis to relate word-elicited multivoxel patterns to semantic similarity between action and object words. In left inferior frontal (BA 44-45-47), left posterior middle temporal and left precentral cortex, the similarity of brain response patterns reflected semantic similarity among action-related verbs, as well as across lexical classes-between action verbs and tool-related nouns and, to a degree, between action verbs and food nouns, but not between action verbs and animal nouns. Instead, posterior inferior temporal cortex exhibited a reverse response pattern, which reflected the semantic similarity among object-related nouns, but not action-related words. These results show that semantic similarity is encoded by a range of cortical areas, including multimodal association (e.g., anterior inferior frontal, posterior middle temporal) and modality-preferential (premotor) cortex and that the representational geometries in these regions are partly dependent on semantic type, with semantic similarity among action-related words crossing lexical-semantic category boundaries.
  • Carota, F., Bozic, M., & Marslen-Wilson, W. (2016). Decompositional Representation of Morphological Complexity: Multivariate fMRI Evidence from Italian. Journal of Cognitive Neuroscience, 28(12), 1878-1896. doi:10.1162/jocn\_a\_01009.

    Abstract

    Derivational morphology is a cross-linguistically dominant mechanism for word formation, combining existing words with derivational affixes to create new word forms. However, the neurocognitive mechanisms underlying the representation and processing of such forms remain unclear. Recent cross-linguistic neuroimaging research suggests that derived words are stored and accessed as whole forms, without engaging the left-hemisphere perisylvian network associated with combinatorial processing of syntactically and inflectionally complex forms. Using fMRI with a “simple listening” no-task procedure, we reexamine these suggestions in the context of the root-based combinatorially rich Italian lexicon to clarify the role of semantic transparency (between the derived form and its stem) and affix productivity in determining whether derived forms are decompositionally represented and which neural systems are involved. Combined univariate and multivariate analyses reveal a key role for semantic transparency, modulated by affix productivity. Opaque forms show strong cohort competition effects, especially for words with nonproductive suffixes (ventura, “destiny”). The bilateral frontotemporal activity associated with these effects indicates that opaque derived words are processed as whole forms in the bihemispheric language system. Semantically transparent words with productive affixes (libreria, “bookshop”) showed no effects of lexical competition, suggesting morphologically structured co-representation of these derived forms and their stems, whereas transparent forms with nonproductive affixes (pineta, pine forest) show intermediate effects. Further multivariate analyses of the transparent derived forms revealed affix productivity effects selectively involving left inferior frontal regions, suggesting that the combinatorial and decompositional processes triggered by such forms can vary significantly across languages.
  • Carota, F., & Sirigu, A. (2008). Neural Bases of Sequence Processing in Action and Language. Language Learning, 58(1), 179-199. doi:10.1111/j.1467-9922.2008.00470.x.

    Abstract

    Real-time estimation of what we will do next is a crucial prerequisite
    of purposive behavior. During the planning of goal-oriented actions, for
    instance, the temporal and causal organization of upcoming subsequent
    moves needs to be predicted based on our knowledge of events. A forward
    computation of sequential structure is also essential for planning
    contiguous discourse segments and syntactic patterns in language. The
    neural encoding of sequential event knowledge and its domain dependency
    is a central issue in cognitive neuroscience. Converging evidence shows
    the involvement of a dedicated neural substrate, including the
    prefrontal cortex and Broca's area, in the representation and the
    processing of sequential event structure. After reviewing major
    representational models of sequential mechanisms in action and language,
    we discuss relevant neuropsychological and neuroimaging findings on the
    temporal organization of sequencing and sequence processing in both
    domains, suggesting that sequential event knowledge may be modularly
    organized through prefrontal and frontal subregions.

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