Neuroimaging of Language: Why Hasn't a Clearer Picture Emerged?
Abstract
Two broad questions have driven dozens of studies on the neural basis of language published in the last several decades: (i) Are distinct cortical regions engaged in different aspects of language? (ii) Are regions engaged in language processing specific to the domain of language? Neuroimaging has not yet provided clear answers to either question. In this paper, we discuss one factor that is a likely contributor to the unclear state of affairs in the neurocognition of language, and that, in our opinion, has not received sufficient attention in the recent literature. In particular, fMRI studies of language have relied, almost exclusively, on group analyses, in which data from multiple individuals are co‐registered to and analyzed in a common space. We argue that this approach can obscure functional specificity because of the anatomical variability across individual brains, and we advocate the use of an alternative approach – the functional localization approach – that circumvents this problem.
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Definitively addressing the question of neural overlap between linguistic and nonlinguistic functions requires examining overlap within individual subjects.
“Definitively addressing the question of neural overlap between linguistic and nonlinguistic functions requires examining overlap within individual subjects (27, 28), a data analysis strategy that has almost never been applied in neuroimaging investigations of high-level linguistic processing.”
From Functional specificity for high-level linguistic processing in the human brain (2011) · cites this paper as [27]
Studies performing intersubject averaging might average away meaningful signal and fail to find significant relationships.
“Therefore, studies performing intersubject averaging might average away meaningful signal and fail to find significant relationships (Fedorenko and Kanwisher, 2009).”
From The Representation of Semantic Information Across Human Cerebral Cortex During Listening Versus Reading Is Invariant to Stimulus Modality (2019) · cites this paper as Fedorenko and Kanwisher, 2009
Anatomical normalization procedures used in previous studies tend to smooth and mask the substantial individual variability in language processing.
“However, the anatomical normalization procedures used in these studies tend to smooth and mask the substantial individual variability in language processing (Caramazza, 1986;Steinmetz and Seitz, 1991;Fedorenko and Kanwisher, 2009).”
From The Representation of Semantic Information Across Human Cerebral Cortex During Listening Versus Reading Is Invariant to Stimulus Modality (2019) · cites this paper as Fedorenko and Kanwisher, 2009
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Functional specificity in the human brain: a window into the functional architecture of the mind
Kanwisher, N. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1005062107 · Cited by 929 · see citing works
Self-citationNew method for fMRI investigations of language: defining ROIs functionally in individual subjects
Fedorenko, E., Hsieh, P.-J., Nieto-Castañón, A., Whitfield-Gabrieli, S., & Kanwisher, N. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00032.2010 · Cited by 686 · see citing works
Self-citationFunctional specificity for high-level linguistic processing in the human brain
Fedorenko, E., Behr, M. K., & Kanwisher, N. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1112937108 · Cited by 595 · see citing works
Self-citationFunctional organization of social perception and cognition in the superior temporal sulcus
Deen, B., Koldewyn, K., Kanwisher, N., & Saxe, R. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhv111 · Cited by 443 · see citing works
Self-citationNieto-Castañón, A., & Fedorenko, E. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.06.065 · Cited by 247 · see citing works
Self-citationfMRI reveals language-specific predictive coding during naturalistic sentence comprehension
Shain, C., Blank, I. A., van Schijndel, M., Schuler, W., & Fedorenko, E. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.107307 · Cited by 215 · see citing works
Self-citationDeniz, F., Nunez-Elizalde, A. O., Huth, A. G., & Gallant, J. L. (2019) · The Journal of Neuroscience · doi:10.1523/jneurosci.0675-19.2019 · Cited by 214 · see citing works
“However, the anatomical normalization procedures used in these studies tend to smooth and mask the substantial individual variability in language processing (Caramazza, 1986; Steinmetz and Seitz, 1991; Fedorenko and Kanwisher, 2009).”
BackgroundMethodLack of selectivity for syntax relative to word meanings throughout the language network
Fedorenko, E., Blank, I. A., Siegelman, M., & Mineroff, Z. (2020) · Cognition · doi:10.1016/j.cognition.2020.104348 · Cited by 170 · see citing works
Self-citationThe Language Network Is Recruited but Not Required for Nonverbal Event Semantics
Ivanova, A. A., Mineroff, Z., Zimmerer, V., Kanwisher, N., Varley, R., & Fedorenko, E. (2021) · Neurobiology of Language · doi:10.1162/nol_a_00030 · Cited by 65 · see citing works
Self-citationEvolution of Brains and Computers: The Roads Not Taken
Solé, R., & Seoane, L. F. (2022) · Entropy · doi:10.3390/e24050665 · Cited by 14 · see citing works
- Authors
- Fedorenko, E., & Kanwisher, N.
- Affiliations
- McGovern Institute for Brain Research (US)
- Venue
- Language and Linguistics Compass
- Publisher
- Wiley
- Published
- 2009-07
- Volume
- 3
- Issue
- 4
- Pages
- 839-865
- ISSN
- 1749-818X (ISSN-L)
- OpenAlex
- W2067711570
- Cited by
- 117
- References
- 153
- Citations by year
- 2026: 8 · 2025: 5 · 2024: 10 · 2023: 2 · 2022: 10 · 2021: 10 · 2020: 10 · 2019: 10 · 2018: 7 · 2017: 8 · 2016: 3 · 2015: 5 · 2014: 4 · 2013: 6 · 2012: 8
- FWCI
- 3.07
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Language and Linguistics Compass (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Keywords
- neural basis of language, functional localization, anatomical variation, individual differences, group analysis, domain specificity, language processing, neuroimaging of language
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