Individualized pattern recognition for detecting mind wandering from EEG during live lectures
Published 2019 View Full Article
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Title
Individualized pattern recognition for detecting mind wandering from EEG during live lectures
Authors
Keywords
Lectures, Electroencephalography, Attention, Machine learning, Neural networks, Machine learning algorithms, Functional magnetic resonance imaging, Cognition
Journal
PLoS One
Volume 14, Issue 9, Pages e0222276
Publisher
Public Library of Science (PLoS)
Online
2019-09-13
DOI
10.1371/journal.pone.0222276
References
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- (2016) Christoph S. Herrmann et al. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
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- (2016) Kalina Christoff et al. NATURE REVIEWS NEUROSCIENCE
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- (2015) Abbas Sohrabpour et al. CLINICAL NEUROPHYSIOLOGY
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- (2015) Megan A. Boudewyn et al. JOURNAL OF COGNITIVE NEUROSCIENCE
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- (2015) Jose Antonio Urigüen et al. Journal of Neural Engineering
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- (2015) Jasmine Song et al. JOURNAL OF NEUROSCIENCE METHODS
- The wandering brain: Meta-analysis of functional neuroimaging studies of mind-wandering and related spontaneous thought processes
- (2015) Kieran C.R. Fox et al. NEUROIMAGE
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- Medicine for the wandering mind: mind wandering in medical practice
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- The role of phase synchronization in memory processes
- (2011) Juergen Fell et al. NATURE REVIEWS NEUROSCIENCE
- The Brain’s Default Network and Its Adaptive Role in Internal Mentation
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- Lost in thoughts: Neural markers of low alertness during mind wandering
- (2010) Claire Braboszcz et al. NEUROIMAGE
- Topographic Electrophysiological Signatures of fMRI Resting State Networks
- (2010) Kay Jann et al. PLoS One
- Does mind wandering reflect executive function or executive failure? Comment on Smallwood and Schooler (2006) and Watkins (2008).
- (2010) Jennifer C. McVay et al. PSYCHOLOGICAL BULLETIN
- A Wandering Mind Is an Unhappy Mind
- (2010) M. A. Killingsworth et al. SCIENCE
- Conducting the train of thought: Working memory capacity, goal neglect, and mind wandering in an executive-control task.
- (2009) Jennifer C. McVay et al. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION
- BOLD correlates of EEG alpha phase-locking and the fMRI default mode network
- (2009) K. Jann et al. NEUROIMAGE
- Experience sampling during fMRI reveals default network and executive system contributions to mind wandering
- (2009) K. Christoff et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The Brain's Default Network
- (2008) Randy L. Buckner et al. Annals of the New York Academy of Sciences
- Topographic ERP Analyses: A Step-by-Step Tutorial Review
- (2008) Micah M. Murray et al. BRAIN TOPOGRAPHY
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- (2008) Benjamin Blankertz et al. IEEE SIGNAL PROCESSING MAGAZINE
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- (2008) R. Nathan Spreng et al. JOURNAL OF COGNITIVE NEUROSCIENCE
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