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The encoding of speech sounds in the superior temporal gyrus
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 …
features from speech input. Local neural populations are tuned to acoustic-phonetic features …
The revolution will not be controlled: natural stimuli in speech neuroscience
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 …
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
A brain–computer interface that decodes continuous language from non-invasive recordings
would have many scientific and practical applications. Currently, however, non-invasive …
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
High-performing neural networks for vision have dramatically advanced our ability to
account for neural data in biological systems. Recently, further improvement in performance …
account for neural data in biological systems. Recently, further improvement in performance …
Scaling laws for language encoding models in fMRI
Abstract Representations from transformer-based unidirectional language models are
known to be effective at predicting brain responses to natural language. However, most …
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
Music is core to human experience, yet the precise neural dynamics underlying music
perception remain unknown. We analyzed a unique intracranial electroencephalography …
perception remain unknown. We analyzed a unique intracranial electroencephalography …
Parallel and distributed encoding of speech across human auditory cortex
Speech perception is thought to rely on a cortical feedforward serial transformation of
acoustic into linguistic representations. Using intracranial recordings across the entire …
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
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 …
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
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 …
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
Recognizing sounds implicates the cerebral transformation of input waveforms into semantic
representations. Although past research identified the superior temporal gyrus (STG) as a …
representations. Although past research identified the superior temporal gyrus (STG) as a …