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Reading: The confluence of vision and language
The scientific study of reading has a rich history that spans disciplines from vision science to
linguistics, psychology, cognitive neuroscience, neurology, and education. The study of …
linguistics, psychology, cognitive neuroscience, neurology, and education. The study of …
Brains and algorithms partially converge in natural language processing
Deep learning algorithms trained to predict masked words from large amount of text have
recently been shown to generate activations similar to those of the human brain. However …
recently been shown to generate activations similar to those of the human brain. However …
Anatomy and physiology of word-selective visual cortex: from visual features to lexical processing
Over the past 2 decades, researchers have tried to uncover how the human brain can extract
linguistic information from a sequence of visual symbols. The description of how the brain's …
linguistic information from a sequence of visual symbols. The description of how the brain's …
Spatiotemporally distributed frontotemporal networks for sentence reading
Reading a sentence entails integrating the meanings of individual words to infer more
complex, higher-order meaning. This highly rapid and complex human behavior is known to …
complex, higher-order meaning. This highly rapid and complex human behavior is known to …
Does the visual word form area split in bilingual readers? A millimeter-scale 7-T fMRI study
In expert readers, a brain region known as the visual word form area (VWFA) is highly
sensitive to written words, exhibiting a posterior-to-anterior gradient of increasing sensitivity …
sensitive to written words, exhibiting a posterior-to-anterior gradient of increasing sensitivity …
ROSE: A neurocomputational architecture for syntax
E Murphy - Journal of Neurolinguistics, 2024 - Elsevier
A comprehensive neural model of language must accommodate four components:
representations, operations, structures and encoding. Recent intracranial research has …
representations, operations, structures and encoding. Recent intracranial research has …
Emergence of a compositional neural code for written words: Recycling of a convolutional neural network for reading
The visual word form area (VWFA) is a region of human inferotemporal cortex that emerges
at a fixed location in the occipitotemporal cortex during reading acquisition and …
at a fixed location in the occipitotemporal cortex during reading acquisition and …
Dimensionality and ram**: Signatures of sentence integration in the dynamics of brains and deep language models
A sentence is more than the sum of its words: its meaning depends on how they combine
with one another. The brain mechanisms underlying such semantic composition remain …
with one another. The brain mechanisms underlying such semantic composition remain …
Critical role of the ventral temporal lobe in naming
Objective Lexical retrieval deficits are characteristic of a variety of different neurological
disorders. However, the exact substrates responsible for this are not known. We studied a …
disorders. However, the exact substrates responsible for this are not known. We studied a …
Language processing in brains and deep neural networks: computational convergence and its limits
Deep learning has recently allowed substantial progress in language tasks such as
translation and completion. Do such models process language similarly to humans, and is …
translation and completion. Do such models process language similarly to humans, and is …