[HTML][HTML] Linear modeling of neurophysiological responses to speech and other continuous stimuli: methodological considerations for applied research
Cognitive neuroscience, in particular research on speech and language, has seen an
increase in the use of linear modeling techniques for studying the processing of natural …
increase in the use of linear modeling techniques for studying the processing of natural …
Encoding and decoding in fMRI
Over the past decade fMRI researchers have developed increasingly sensitive techniques
for analyzing the information represented in BOLD activity. The most popular of these …
for analyzing the information represented in BOLD activity. The most popular of these …
[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 …
[HTML][HTML] The multivariate temporal response function (mTRF) toolbox: a MATLAB toolbox for relating neural signals to continuous stimuli
Understanding how brains process sensory signals in natural environments is one of the key
goals of twenty-first century neuroscience. While brain imaging and invasive …
goals of twenty-first century neuroscience. While brain imaging and invasive …
Attentional selection in a cocktail party environment can be decoded from single-trial EEG
JA O'sullivan, AJ Power, N Mesgarani… - Cerebral …, 2015 - academic.oup.com
How humans solve the cocktail party problem remains unknown. However, progress has
been made recently thanks to the realization that cortical activity tracks the amplitude …
been made recently thanks to the realization that cortical activity tracks the amplitude …
Selective cortical representation of attended speaker in multi-talker speech perception
N Mesgarani, EF Chang - Nature, 2012 - nature.com
Humans possess a remarkable ability to attend to a single speaker's voice in a multi-talker
background,,. How the auditory system manages to extract intelligible speech under such …
background,,. How the auditory system manages to extract intelligible speech under such …
[HTML][HTML] Towards reconstructing intelligible speech from the human auditory cortex
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
[HTML][HTML] Reconstructing speech from human auditory cortex
How the human auditory system extracts perceptually relevant acoustic features of speech is
unknown. To address this question, we used intracranial recordings from nonprimary …
unknown. To address this question, we used intracranial recordings from nonprimary …
Interpreting encoding and decoding models
N Kriegeskorte, PK Douglas - Current opinion in neurobiology, 2019 - Elsevier
Encoding and decoding models are widely used in systems, cognitive, and computational
neuroscience to make sense of brain-activity data. However, the interpretation of their results …
neuroscience to make sense of brain-activity data. However, the interpretation of their results …
Neural coding of continuous speech in auditory cortex during monaural and dichotic listening
The cortical representation of the acoustic features of continuous speech is the foundation of
speech perception. In this study, noninvasive magnetoencephalography (MEG) recordings …
speech perception. In this study, noninvasive magnetoencephalography (MEG) recordings …