Spectral and Anatomical Patterns of Large-Scale Synchronization Predict Human Attentional Capacity

被引:15
作者
Rouhinen, Santeri [1 ,2 ]
Siebenhuhner, Felix [1 ]
Palva, J. Matias [1 ,3 ,4 ]
Palva, Satu [1 ,3 ]
机构
[1] Univ Helsinki, Neurosci Ctr Unit, Helsinki Inst Life Sci, FI-00014 Helsinki, Finland
[2] HUS Med Imaging Ctr, BioMag Lab Unit, FI-00029 Helsinki, Finland
[3] Univ Glasgow, Ctr Cognit Neurosci Unit, Inst Neurosci & Psychol, Glasgow G12 8Q8, Lanark, Scotland
[4] Aalto Univ, Dept Neurosci & Biomed Engn, FI-00076 Espoo, Finland
基金
芬兰科学院;
关键词
attention; capacity; EEG; MEG; oscillation; synchronization; VISUAL WORKING-MEMORY; SHORT-TERM-MEMORY; NEURONAL OSCILLATIONS; INDIVIDUAL-DIFFERENCES; PHASE-SYNCHRONIZATION; NEURAL MECHANISMS; BRAIN NETWORKS; TRACKING; ALPHA; PARIETAL;
D O I
10.1093/cercor/bhaa110
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The capacity of visual attention determines how many visual objects may be perceived at any moment. This capacity can be investigated with multiple object tracking (MOT) tasks, which have shown that it varies greatly between individuals. The neuronal mechanisms underlying capacity limits have remained poorly understood. Phase synchronization of cortical oscillations coordinates neuronal communication within the fronto-parietal attention network and between the visual regions during endogenous visual attention. We tested a hypothesis that attentional capacity is predicted by the strength of pretarget synchronization within attention-related cortical regions. We recorded cortical activity with magneto- and electroencephalography (M/EEG) while measuring attentional capacity with MOT tasks and identified large-scale synchronized networks from source-reconstructed M/EEG data. Individual attentional capacity was correlated with load-dependent strengthening of theta (3-8 Hz), alpha (8-10 Hz), and gamma-band (30-120 Hz) synchronization that connected the visual cortex with posterior parietal and prefrontal cortices. Individual memory capacity was also preceded by crossfrequency phase-phase and phase-amplitude coupling of alpha oscillation phase with beta and gamma oscillations. Our results show that good attentional capacity is preceded by efficient dynamic functional coupling and decoupling within brain regions and across frequencies, which may enable efficient communication and routing of information between sensory and attentional systems.
引用
收藏
页码:5293 / 5308
页数:16
相关论文
共 102 条
[1]   Functional connectivity indicates differential roles for the intraparietal sulcus and the superior parietal lobule in multiple object tracking [J].
Alnaes, Dag ;
Sneve, Markus H. ;
Richard, Genevieve ;
Skatun, Kristina C. ;
Kaufmann, Tobias ;
Nordvik, Jan Egil ;
Andreassen, Ole A. ;
Endestad, Tor ;
Laeng, Bruno ;
Westlye, Lars T. .
NEUROIMAGE, 2015, 123 :129-137
[2]   Independent resources for attentional tracking in the left and right visual hemifields [J].
Alvarez, GA ;
Cavanagh, P .
PSYCHOLOGICAL SCIENCE, 2005, 16 (08) :637-643
[3]  
[Anonymous], 2016, JASP
[4]   Cross-frequency coupling supports multi-item working memory in the human hippocampus [J].
Axmacher, Nikolai ;
Henseler, Melanie M. ;
Jensen, Ole ;
Weinreich, Ilona ;
Elger, Christian E. ;
Fell, Juergen .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (07) :3228-3233
[5]   Serial representation of items during working memory maintenance at letter-selective cortical sites [J].
Bahramisharif, Ali ;
Jensen, Ole ;
Jacobs, Joshua ;
Lisman, John .
PLOS BIOLOGY, 2018, 16 (08)
[6]   Unilateral right parietal damage leads to bilateral deficit for high-level motion [J].
Battelli, L ;
Cavanagh, P ;
Intriligator, J ;
Tramo, MJ ;
Hénaff, MA ;
Michèl, F ;
Barton, JJS .
NEURON, 2001, 32 (06) :985-995
[7]   Shared filtering processes link attentional and visual short-term memory capacity limits [J].
Bettencourt, Katherine C. ;
Michalka, Samantha W. ;
Somers, David C. .
JOURNAL OF VISION, 2011, 11 (10)
[8]   Effects of target enhancement and distractor suppression on multiple object tracking capacity [J].
Bettencourt, Katherine C. ;
Somers, David C. .
JOURNAL OF VISION, 2009, 9 (07)
[9]   Attentional Stimulus Selection through Selective Synchronization between Monkey Visual Areas [J].
Bosman, Conrado A. ;
Schoffelen, Jan-Mathijs ;
Brunet, Nicolas ;
Oostenveld, Robert ;
Bastos, Andre M. ;
Womelsdorf, Thilo ;
Rubehn, Birthe ;
Stieglitz, Thomas ;
De Weerd, Peter ;
Fries, Pascal .
NEURON, 2012, 75 (05) :875-888
[10]   Data-driven models in human neuroscience and neuroengineering [J].
Brunton, Bingni W. ;
Beyeler, Michael .
CURRENT OPINION IN NEUROBIOLOGY, 2019, 58 :21-29