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1
Semantic Data Set Construction from Human Clustering and Spatial Arrangement ...
Majewska, Olga; McCarthy, Diana; Van Den Bosch, Jasper JF. - : Apollo - University of Cambridge Repository, 2021
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2
FFA and OFA Encode Distinct Types of Face Identity Information
In: J Neurosci (2021)
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3
An ecologically motivated image dataset for deep learning yields better models of human vision
In: Proc Natl Acad Sci U S A (2021)
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4
The spatiotemporal neural dynamics underlying perceived similarity for real-world objects
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5
Representational Similarity Mapping of Distributional Semantics in Left Inferior Frontal, Middle Temporal, and Motor Cortex
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.
Keyword: Original Articles
URL: http://www.ncbi.nlm.nih.gov/pubmed/28077514
https://doi.org/10.1093/cercor/bhw379
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6044349/
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6
Adjudicating between face-coding models with individual-face fMRI responses
Carlin, Johan D.; Kriegeskorte, Nikolaus. - : Public Library of Science, 2017
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7
Visual features as stepping stones toward semantics: Explaining object similarity in IT and perception with non-negative least squares
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8
The Emergence of semantic meaning in the ventral temporal pathway
Carlson, Thomas A; Simmons, Ryan A; Kriegeskorte, Nikolaus. - : Massachusetts Institute of Technology, 2014
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9
The emergence of semantic meaning in the ventral temporal pathway
Carlson, Thomas A.; Simmons, Ryan A.; Kriegeskorte, Nikolaus. - : Massachusetts Institute of Technology, 2014
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10
Choosing the Rules: Distinct and Overlapping Frontoparietal Representations of Task Rules for Perceptual Decisions
Zhang, Jiaxiang; Kriegeskorte, Nikolaus; Carlin, Johan D.. - : Society for Neuroscience, 2013
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11
Visual population codes : toward a common multivariate framework for cell recording and functional imaging electronic resource
Kreiman, Gabriel; Kriegeskorte, Nikolaus. - Cambridge, Massachusetts : MIT Press, 2012, [2012]©2012
MPI für Psycholinguistik
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12
A Head View-Invariant Representation of Gaze Direction in Anterior Superior Temporal Sulcus
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