Shared processing of perception and imagery of music in decomposed EEG

被引:26
作者
Schaefer, Rebecca S. [1 ]
Desain, Peter [2 ]
Farquhar, Jason [2 ]
机构
[1] Univ Edinburgh, Reid Sch Mus, Inst Mus Human & Social Dev, Edinburgh EH8 9DF, Midlothian, Scotland
[2] Radboud Univ Nijmegen, Ctr Cognit, Donders Inst Brain Cognit & Behav, NL-6525 HE Nijmegen, Netherlands
关键词
Music perception; Music imagination; Electroencephalography; Principal component analysis; Parallel factor analysis; PARALLEL FACTOR-ANALYSIS; INDEPENDENT COMPONENTS; AUDITORY IMAGERY; BRAIN; RHYTHM; METER; RESPONSES; SYSTEM; TASKS; SOUND;
D O I
10.1016/j.neuroimage.2012.12.064
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The current work investigates the brain activation shared between perception and imagery of music as measured with electroencephalography (EEG). Meta-analyses of four separate EEG experiments are presented, each focusing on perception and imagination of musical sound, with differing levels of stimulus complexity. Imagination and perception of simple accented metronome trains, as manifested in the clock illusion, as well as monophonic melodies are discussed, as well as more complex rhythmic patterns and ecologically natural music stimuli. By decomposing the data with principal component analysis (PCA), similar component distributions are found to explain most of the variance in each experiment. All data sets show a fronto-central and a more central component as the largest sources of variance, fitting with projections seen for the network of areas contributing to the N1/P2 complex. We expanded on these results using tensor decomposition. This allows us to add in the tasks to find shared activation, but does not make assumptions of independence or orthogonality and calculates the relative strengths of these components for each task. The components found in the PCA were shown to be further decomposable into parts that load primarily on to the perception or imagery task, or both, thereby adding more detail. It is shown that the frontal and central components have multiple parts that are differentially active during perception and imagination. A number of possible interpretations of these results are discussed, taking into account the different stimulus materials and measurement conditions. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:317 / 326
页数:10
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  • [1] Multiway analysis of epilepsy tensors
    Acar, Evrim
    Aykut-Bingol, Canan
    Bingol, Haluk
    Bro, Rasmus
    Yener, Buelent
    [J]. BIOINFORMATICS, 2007, 23 (13) : I10 - I18
  • [2] Large-scale brain networks emerge from dynamic processing of musical timbre, key and rhythm
    Alluri, Vinoo
    Toiviainen, Petri
    Jaaskelainen, Iiro P.
    Glerean, Enrico
    Sams, Mikko
    Brattico, Elvira
    [J]. NEUROIMAGE, 2012, 59 (04) : 3677 - 3689
  • [3] PARAFAC. Tutorial and applications
    Bro, R
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1997, 38 (02) : 149 - 171
  • [4] The "ticktock" of our internal clock: Direct brain evidence of subjective accents in isochronous sequences
    Brochard, R
    Abecasis, D
    Potter, D
    Ragot, R
    Drake, C
    [J]. PSYCHOLOGICAL SCIENCE, 2003, 14 (04) : 362 - 366
  • [5] Electrophysiological correlates of accurate mental image formation in auditory perception and imagery tasks
    Cebrian, Ana Navarro
    Janata, Pett
    [J]. BRAIN RESEARCH, 2010, 1342 : 39 - 54
  • [6] Modality-specific and modality-independent components of the human imagery system
    Daselaar, Sander M.
    Porat, Yuval
    Huijbers, Willem
    Pennartz, Cyriel M. A.
    [J]. NEUROIMAGE, 2010, 52 (02) : 677 - 685
  • [7] Desain P., 2003, Proceedings of the RENCON Workshop, International Joint Conference on Artificial Intelligence (IJCAI), P1
  • [8] Dien J, 2005, Event-Related Potentials
  • [9] Unmixing concurrent EEG-fMRI with parallel independent component analysis
    Eichele, Tom
    Calhoun, Vince D.
    Moosmann, Matthias
    Specht, Karsten
    Jongsma, Marijtje L. A.
    Quiroga, Rodrigo Quian
    Nordby, Helge
    Hugdahl, Kenneth
    [J]. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2008, 67 (03) : 222 - 234
  • [10] The novelty P3: an event-related brain potential (ERP) sign of the brain's evaluation of novelty
    Friedman, D
    Cycowicz, YM
    Gaeta, H
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2001, 25 (04) : 355 - 373