Reproducibility and discriminability of brain patterns of semantic categories enhanced by congruent audiovisual stimuli
Y Li, G Wang, J Long, Z Yu, B Huang, X Li, T Yu… - PLoS …, 2011 - journals.plos.org
One of the central questions in cognitive neuroscience is the precise neural representation,
or brain pattern, associated with a semantic category. In this study, we explored the …
or brain pattern, associated with a semantic category. In this study, we explored the …
Decoding the semantic content of natural movies from human brain activity
One crucial test for any quantitative model of the brain is to show that the model can be used
to accurately decode information from evoked brain activity. Several recent neuroimaging …
to accurately decode information from evoked brain activity. Several recent neuroimaging …
Semantic representation in the human brain
A Huth - 2013 - escholarship.org
The goal of the human sensory system is to build a useful internal representation of the
world. In vision, this means that the brain categorizes and identifies all the objects and …
world. In vision, this means that the brain categorizes and identifies all the objects and …
Experientially-grounded and distributional semantic vectors uncover dissociable representations of semantic categories
F Carota, H Nili, N Kriegeskorte… - Language, Cognition and …, 2023 - pure.mpg.de
Neuronal populations code similar concepts by similar activity patterns across the human
brain's semantic networks. However, it is unclear to what extent such meaning-to-symbol …
brain's semantic networks. However, it is unclear to what extent such meaning-to-symbol …
An fmri dataset for concept representation with semantic feature annotations
The neural representation of concepts is a focus of many cognitive neuroscience studies.
Prior works studying concept representation with neural imaging data have been largely …
Prior works studying concept representation with neural imaging data have been largely …
Category-specific brain activation in fMRI during picture naming
M Spitzer, KK Kwong, W Kennedy, BR Rosen… - …, 1995 - journals.lww.com
NEUROPSYCHOLOGICAL, computational, and psycholinguistic data suggest the existence
of semantic maps, ie localized representations of semantic information in the brain. Using …
of semantic maps, ie localized representations of semantic information in the brain. Using …
Experientially-grounded and distributional semantic vectors uncover dissociable representations of conceptual categories
Neuronal populations code similar concepts by similar activity patterns across the human
brain's semantic networks. However, it is unclear to what extent such meaning-to-symbol …
brain's semantic networks. However, it is unclear to what extent such meaning-to-symbol …
Decoding abstract and concrete concept representations based on single‐trial fMRI data
J Wang, LB Baucom, SV Shinkareva - Human brain mapping, 2013 - Wiley Online Library
Previously, multi‐voxel pattern analysis has been used to decode words referring to
concrete object categories. In this study we investigated if single‐trial‐based brain activity …
concrete object categories. In this study we investigated if single‐trial‐based brain activity …
Multivariate pattern analysis reveals category-related organization of semantic representations in anterior temporal cortex
The neural substrates of semantic representation have been the subject of much
controversy. The study of semantic representations is complicated by difficulty in …
controversy. The study of semantic representations is complicated by difficulty in …