Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time series neuroimaging data

T Grootswagers, SG Wardle… - Journal of cognitive …, 2017 - direct.mit.edu
Multivariate pattern analysis (MVPA) or brain decoding methods have become standard
practice in analyzing fMRI data. Although decoding methods have been extensively applied …

Characterizing the dynamics of mental representations: the temporal generalization method

JR King, S Dehaene - Trends in cognitive sciences, 2014 - cell.com
Parsing a cognitive task into a sequence of operations is a central problem in cognitive
neuroscience. We argue that a major advance is now possible owing to the application of …

Towards the utilization of EEG as a brain imaging tool

CM Michel, MM Murray - Neuroimage, 2012 - Elsevier
Recent advances in signal analysis have engendered EEG with the status of a true brain
mapping and brain imaging method capable of providing spatio-temporal information …

[HTML][HTML] The Berlin brain-computer interface: progress beyond communication and control

B Blankertz, L Acqualagna, S Dähne, S Haufe… - Frontiers in …, 2016 - frontiersin.org
The combined effect of fundamental results about neurocognitive processes and
advancements in decoding mental states from ongoing brain signals has brought forth a …

[HTML][HTML] Neural decoding of music from the EEG

I Daly - Scientific Reports, 2023 - nature.com
Neural decoding models can be used to decode neural representations of visual, acoustic,
or semantic information. Recent studies have demonstrated neural decoders that are able to …

[HTML][HTML] Natural music evokes correlated EEG responses reflecting temporal structure and beat

B Kaneshiro, DT Nguyen, AM Norcia, JP Dmochowski… - NeuroImage, 2020 - Elsevier
The brain activity of multiple subjects has been shown to synchronize during salient
moments of natural stimuli, suggesting that correlation of neural responses indexes a brain …

[HTML][HTML] Risk, diagnostic error, and the clinical science of consciousness

A Peterson, D Cruse, L Naci, C Weijer, AM Owen - NeuroImage: Clinical, 2015 - Elsevier
In recent years, a number of new neuroimaging techniques have detected covert awareness
in some patients previously thought to be in a vegetative state/unresponsive wakefulness …

Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification

MS Treder, H Purwins, D Miklody, I Sturm… - Journal of neural …, 2014 - iopscience.iop.org
Objective. Polyphonic music (music consisting of several instruments playing in parallel) is
an intuitive way of embedding multiple information streams. The different instruments in a …

Spatial and temporal relationships of electrocorticographic alpha and gamma activity during auditory processing

C Potes, P Brunner, A Gunduz, RT Knight, G Schalk - Neuroimage, 2014 - Elsevier
Neuroimaging approaches have implicated multiple brain sites in musical perception,
including the posterior part of the superior temporal gyrus and adjacent perisylvian areas …

Neural correlates of music listening and recall in the human brain

Y Ding, Y Zhang, W Zhou, Z Ling, J Huang… - Journal of …, 2019 - Soc Neuroscience
Previous neuroimaging studies have identified various brain regions that are activated by
music listening or recall. However, little is known about how these brain regions represent …