Predicting brain activation patterns associated with individual lexical concepts based on five sensory-motor attributes

L Fernandino, CJ Humphries, MS Seidenberg… - Neuropsychologia, 2015 - Elsevier
While major advances have been made in uncovering the neural processes underlying
perceptual representations, our grasp of how the brain gives rise to conceptual knowledge …

Heteromodal cortical areas encode sensory-motor features of word meaning

L Fernandino, CJ Humphries, LL Conant… - Journal of …, 2016 - Soc Neuroscience
The capacity to process information in conceptual form is a fundamental aspect of human
cognition, yet little is known about how this type of information is encoded in the brain …

Concept representation reflects multimodal abstraction: A framework for embodied semantics

L Fernandino, JR Binder, RH Desai, SL Pendl… - Cerebral …, 2016 - academic.oup.com
Recent research indicates that sensory and motor cortical areas play a significant role in the
neural representation of concepts. However, little is known about the overall architecture of …

Task-dependent recruitment of modality-specific and multimodal regions during conceptual processing

P Kuhnke, M Kiefer, G Hartwigsen - Cerebral Cortex, 2020 - academic.oup.com
Conceptual knowledge is central to cognitive abilities such as word comprehension.
Previous neuroimaging evidence indicates that concepts are at least partly composed of …

Commonality of neural representations of words and pictures

SV Shinkareva, VL Malave, RA Mason, TM Mitchell… - Neuroimage, 2011 - Elsevier
In this work we explore whether the patterns of brain activity associated with thinking about
concrete objects are dependent on stimulus presentation format, whether an object is …

[HTML][HTML] The grounding of abstract concepts in the motor and visual system: An fMRI study

M Harpaintner, EJ Sim, NM Trumpp, M Ulrich, M Kiefer - Cortex, 2020 - Elsevier
The grounding of concepts in the sensorimotor brain systems is controversially discussed.
Grounded cognition models propose that concepts are represented in modality-specific …

Decoding semantics across fMRI sessions with different stimulus modalities: a practical MVPA study

H Akama, B Murphy, L Na, Y Shimizu… - Frontiers in …, 2012 - frontiersin.org
Both embodied and symbolic accounts of conceptual organization would predict partial
sharing and partial differentiation between the neural activations seen for concepts activated …

A distributed network for multimodal experiential representation of concepts

J Tong, JR Binder, C Humphries… - Journal of …, 2022 - Soc Neuroscience
Neuroimaging, neuropsychological, and psychophysical evidence indicate that concept
retrieval selectively engages specific sensory and motor brain systems involved in the …

Predicting human brain activity associated with the meanings of nouns

TM Mitchell, SV Shinkareva, A Carlson, KM Chang… - science, 2008 - science.org
The question of how the human brain represents conceptual knowledge has been debated
in many scientific fields. Brain imaging studies have shown that different spatial patterns of …

An fmri dataset for concept representation with semantic feature annotations

S Wang, Y Zhang, X Zhang, J Sun, N Lin, J Zhang… - Scientific Data, 2022 - nature.com
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 …