Neurocomputational models of language processing

JT Hale, L Campanelli, J Li, S Bhattasali… - Annual Review of …, 2022 - annualreviews.org
Efforts to understand the brain bases of language face the Mapping Problem: At what level
do linguistic computations and representations connect to human neurobiology? We review …

The neural architecture of language: Integrative modeling converges on predictive processing

M Schrimpf, IA Blank, G Tuckute… - Proceedings of the …, 2021 - National Acad Sciences
The neuroscience of perception has recently been revolutionized with an integrative
modeling approach in which computation, brain function, and behavior are linked across …

Multiple functions of the angular gyrus at high temporal resolution

ML Seghier - Brain Structure and Function, 2023 - Springer
Here, the functions of the angular gyrus (AG) are evaluated in the light of current evidence
from transcranial magnetic/electric stimulation (TMS/TES) and EEG/MEG studies. 65 …

Combining computational controls with natural text reveals aspects of meaning composition

M Toneva, TM Mitchell, L Wehbe - Nature computational science, 2022 - nature.com
To study a core component of human intelligence—our ability to combine the meaning of
words—neuroscientists have looked to linguistics. However, linguistic theories are …

Deep artificial neural networks reveal a distributed cortical network encoding propositional sentence-level meaning

AJ Anderson, D Kiela, JR Binder… - Journal of …, 2021 - Soc Neuroscience
Understanding how and where in the brain sentence-level meaning is constructed from
words presents a major scientific challenge. Recent advances have begun to explain brain …

[HTML][HTML] Deep neural networks reveal topic-level representations of sentences in medial prefrontal cortex, lateral anterior temporal lobe, precuneus, and angular gyrus

DJ Acunzo, DM Low, SL Fairhall - NeuroImage, 2022 - Elsevier
When reading a sentence, individual words can be combined to create more complex
meaning. In this study, we sought to uncover brain regions that reflect the representation of …

Artificial neural networks accurately predict language processing in the brain

M Schrimpf, I Blank, G Tuckute, C Kauf, EA Hosseini… - BioRxiv, 2020 - biorxiv.org
The neuroscience of perception has recently been revolutionized with an integrative
modeling approach in which computation, brain function, and behavior are linked across …

The role of left angular gyrus in the representation of linguistic composition relations

W Zhang, M Xiang, S Wang - Human Brain Mapping, 2022 - Wiley Online Library
Abstract Language comprehension is compositional: individual words are combined
structurally to form larger meaning representations. The neural basis for compositionality is …

A precuneal causal loop mediates external and internal information integration in the human brain

D Lyu, I Pappas, DK Menon… - Journal of …, 2021 - Soc Neuroscience
Human brains interpret external stimuli based on internal representations. One untested
hypothesis is that the default-mode network (DMN), widely considered responsible for …

Evidence and implications of abnormal predictive coding in dementia

E Kocagoncu, A Klimovich-Gray, LE Hughes, JB Rowe - Brain, 2021 - academic.oup.com
The diversity of cognitive deficits and neuropathological processes associated with
dementias has encouraged divergence in pathophysiological explanations of disease. Here …