A frequency-band coupling model of EEG signals can capture features from an input audio stimulus
MA Moinnereau, J Rouat, K Whittingstall, E Plourde - Hearing Research, 2020 - Elsevier
… could capture relevant features of an input audio stimulus, we fitted a generalized linear model
(GLM) … is the input audio stimulus in the estimated neural activity. We demonstrate that the …
(GLM) … is the input audio stimulus in the estimated neural activity. We demonstrate that the …
[HTML][HTML] Power-spectra and cross-frequency coupling changes in visual and Audio-visual acquired equivalence learning
A Puszta, Á Pertich, X Katona, B Bodosi, D Nyujtó… - Scientific Reports, 2019 - nature.com
… these patterns change if we apply multimodal stimulus-pairs. … frequency band 8–15 Hz and
the modulated frequency band … could be clearly distinguished from brain-driven EEG signals …
the modulated frequency band … could be clearly distinguished from brain-driven EEG signals …
[HTML][HTML] Auditory cortex tracks both auditory and visual stimulus dynamics using low-frequency neuronal phase modulation
… captures—in single trials of watching a movie—how the phase of cortical responses is tightly
coupled to key aspects of stimulus … by the power in each frequency band, similar to the Fano …
coupled to key aspects of stimulus … by the power in each frequency band, similar to the Fano …
Dynamic modulation of beta band cortico-muscular coupling induced by audio–visual rhythms
… ) frequency band was dynamically modulated, with maximal coherence occurring about 100
ms before each stimulus. … Our EEG data indicated the occurrence of evoked responses a few …
ms before each stimulus. … Our EEG data indicated the occurrence of evoked responses a few …
Directional and causal information flow in eeg for assessing perceived audio quality
K Mehta, J Kliewer - … on Molecular, Biological and Multi-Scale …, 2017 - ieeexplore.ieee.org
… in audio stimulus. Experiments are conducted wherein the … The EEG data is captured on a
total of 128 spatial channels … each frequency band was estimated using real human EEG data …
total of 128 spatial channels … each frequency band was estimated using real human EEG data …
[HTML][HTML] Detection of near-threshold sounds is independent of EEG phase in common frequency bands
… -stimulus (and pre-catch) periods, the average EEG signals of … each frequency band of every
trial in the 1.024 s pre-stimulus … Consequently, a given subtle change in the input (eg, in the …
trial in the 1.024 s pre-stimulus … Consequently, a given subtle change in the input (eg, in the …
End-to-end brain-driven speech enhancement in multi-talker conditions
M Hosseini, L Celotti, E Plourde - … /ACM Transactions on Audio …, 2022 - ieeexplore.ieee.org
… frequency-band coupling (FBC) model that estimates the cortical multiunit neural activity (MUA)
from EEG signals … features from an input audio stimulus,” Hear. Res., vol. 393, 2020, Art. …
from EEG signals … features from an input audio stimulus,” Hear. Res., vol. 393, 2020, Art. …
Speaker-independent brain enhanced speech denoising
M Hosseini, L Celotti, É Plourde - … , Speech and Signal …, 2021 - ieeexplore.ieee.org
… Apart from using directly the EEG signals as the input to the … instead a frequency-band
coupling (FBC) model that estimates … model, the most relevant features of the EEG are captured …
coupling (FBC) model that estimates … model, the most relevant features of the EEG are captured …
EEG-based speaker–listener neural coupling reflects speech-selective attentional mechanisms beyond the speech stimulus
… or the similar frequency band with the neural coupling with the … EEG signals were defined
as the “inter-brain” features in our … speaker–listener coupling could not be fully captured by the …
as the “inter-brain” features in our … speaker–listener coupling could not be fully captured by the …
Detection of human emotions using features based on the multiwavelet transform of EEG signals
V Bajaj, RB Pachori - Brain-Computer Interfaces: Current Trends and …, 2015 - Springer
… The frequency band power has been measured along with … , ERPs, and phase coupling
indices that have correlation with … 5 trials each using 3 audio–video stimulus. Figure 8.1 shows …
indices that have correlation with … 5 trials each using 3 audio–video stimulus. Figure 8.1 shows …