Evidence of a predictive coding hierarchy in the human brain listening to speech

C Caucheteux, A Gramfort, JR King - Nature human behaviour, 2023 - nature.com
Considerable progress has recently been made in natural language processing: deep
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 …

Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions

G Tuckute, J Feather, D Boebinger, JH McDermott - Plos Biology, 2023 - journals.plos.org
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 …

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 …

Parallel processing in speech perception with local and global representations of linguistic context

C Brodbeck, S Bhattasali, AALC Heredia, P Resnik… - elife, 2022 - elifesciences.org
Speech processing is highly incremental. It is widely accepted that human listeners
continuously use the linguistic context to anticipate upcoming concepts, words, and …

Generalized measures of anticipation and responsivity in online language processing

M Giulianelli, A Opedal, R Cotterell - arxiv preprint arxiv:2409.10728, 2024 - arxiv.org
We introduce a generalization of classic information-theoretic measures of predictive
uncertainty in online language processing, based on the simulation of expected …

[HTML][HTML] Ethical commitments, principles, and practices guiding intracranial neuroscientific research in humans

A Feinsinger, N Pouratian, H Ebadi, R Adolphs… - Neuron, 2022 - cell.com
Leveraging firsthand experience, BRAIN-funded investigators conducting intracranial
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

P Wikman, V Salmela, E Sjöblom, M Leminen… - PLoS …, 2024 - journals.plos.org
Selective attention-related top-down modulation plays a significant role in 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

MJ McCarty, E Murphy, X Scherschligt, O Woolnough… - Iscience, 2023 - cell.com
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 …

Echolocation-related reversal of information flow in a cortical vocalization network

F García-Rosales, L López-Jury… - Nature …, 2022 - nature.com
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 …