The encoding of speech sounds in the superior temporal gyrus

HG Yi, MK Leonard, EF Chang - Neuron, 2019 - cell.com
The human superior temporal gyrus (STG) is critical for extracting meaningful linguistic
features from speech input. Local neural populations are tuned to acoustic-phonetic features …

The revolution will not be controlled: natural stimuli in speech neuroscience

LS Hamilton, AG Huth - Language, cognition and neuroscience, 2020 - Taylor & Francis
Humans have a unique ability to produce and consume rich, complex, and varied language
in order to communicate ideas to one another. Still, outside of natural reading, the most …

Semantic reconstruction of continuous language from non-invasive brain recordings

J Tang, A LeBel, S Jain, AG Huth - Nature Neuroscience, 2023 - nature.com
A brain–computer interface that decodes continuous language from non-invasive recordings
would have many scientific and practical applications. Currently, however, non-invasive …

Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset

AY Wang, K Kay, T Naselaris, MJ Tarr… - Nature Machine …, 2023 - nature.com
High-performing neural networks for vision have dramatically advanced our ability to
account for neural data in biological systems. Recently, further improvement in performance …

Scaling laws for language encoding models in fMRI

R Antonello, A Vaidya, A Huth - Advances in Neural …, 2023 - proceedings.neurips.cc
Abstract Representations from transformer-based unidirectional language models are
known to be effective at predicting brain responses to natural language. However, most …

[HTML][HTML] Music can be reconstructed from human auditory cortex activity using nonlinear decoding models

L Bellier, A Llorens, D Marciano, A Gunduz… - PLoS …, 2023 - journals.plos.org
Music is core to human experience, yet the precise neural dynamics underlying music
perception remain unknown. We analyzed a unique intracranial electroencephalography …

Parallel and distributed encoding of speech across human auditory cortex

LS Hamilton, Y Oganian, J Hall, EF Chang - Cell, 2021 - cell.com
Speech perception is thought to rely on a cortical feedforward serial transformation of
acoustic into linguistic representations. Using intracranial recordings across the entire …

A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy

AJE Kell, DLK Yamins, EN Shook… - Neuron, 2018 - cell.com
A core goal of auditory neuroscience is to build quantitative models that predict cortical
responses to natural sounds. Reasoning that a complete model of auditory cortex must solve …

[HTML][HTML] Keep it real: rethinking the primacy of experimental control in cognitive neuroscience

SA Nastase, A Goldstein, U Hasson - NeuroImage, 2020 - Elsevier
Naturalistic experimental paradigms in neuroimaging arose from a pressure to test the
validity of models we derive from highly-controlled experiments in real-world contexts. In …

Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds

BL Giordano, M Esposito, G Valente… - Nature …, 2023 - nature.com
Recognizing sounds implicates the cerebral transformation of input waveforms into semantic
representations. Although past research identified the superior temporal gyrus (STG) as a …