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Evidence of a predictive coding hierarchy in the human brain listening to speech
Considerable progress has recently been made in natural language processing: deep
learning algorithms are increasingly able to generate, summarize, translate and classify …
learning algorithms are increasingly able to generate, summarize, translate and classify …
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 …
Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions
Models that predict brain responses to stimuli provide one measure of understanding of a
sensory system and have many potential applications in science and engineering. Deep …
sensory system and have many potential applications in science and engineering. Deep …
Forward entrainment: Psychophysics, neural correlates, and function
K Saberi, G Hickok - Psychonomic Bulletin & Review, 2023 - Springer
We define forward entrainment as that part of behavioral or neural entrainment that outlasts
the entraining stimulus. In this review, we examine conditions under which one may …
the entraining stimulus. In this review, we examine conditions under which one may …
Parallel processing in speech perception with local and global representations of linguistic context
Speech processing is highly incremental. It is widely accepted that human listeners
continuously use the linguistic context to anticipate upcoming concepts, words, and …
continuously use the linguistic context to anticipate upcoming concepts, words, and …
Generalized measures of anticipation and responsivity in online language processing
We introduce a generalization of classic information-theoretic measures of predictive
uncertainty in online language processing, based on the simulation of expected …
uncertainty in online language processing, based on the simulation of expected …
[HTML][HTML] Ethical commitments, principles, and practices guiding intracranial neuroscientific research in humans
Leveraging firsthand experience, BRAIN-funded investigators conducting intracranial
human neuroscience research propose two fundamental ethical commitments:(1) …
human neuroscience research propose two fundamental ethical commitments:(1) …
Attention to audiovisual speech shapes neural processing through feedback-feedforward loops between different nodes of the speech network
Selective attention-related top-down modulation plays a significant role in separating
relevant speech from irrelevant background speech when vocal attributes separating …
relevant speech from irrelevant background speech when vocal attributes separating …
[HTML][HTML] Intraoperative cortical localization of music and language reveals signatures of structural complexity in posterior temporal cortex
Language and music involve the productive combination of basic units into structures. It
remains unclear whether brain regions sensitive to linguistic and musical structure are co …
remains unclear whether brain regions sensitive to linguistic and musical structure are co …
Echolocation-related reversal of information flow in a cortical vocalization network
The mammalian frontal and auditory cortices are important for vocal behavior. Here, using
local-field potential recordings, we demonstrate that the timing and spatial patterns of …
local-field potential recordings, we demonstrate that the timing and spatial patterns of …