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DREAM A Toolbox to Decode Rhythms of the Brain System
Gong, Zhu-Qing1,2,3; Gao, Peng4; Jiang, Chao1,2; Xing, Xiu-Xia5; Dong, Hao-Ming2; White, Tonya6; Castellanos, F. Xavier7,8; Li, Hai-Fang4; Zuo, Xi-Nian1,2,3,9,10,11
Corresponding AuthorLi, Hai-Fang( ; Zuo, Xi-Nian(
AbstractRhythms of the brain are generated by neural oscillations across multiple frequencies. These oscillations can be decomposed into distinct frequency intervals associated with specific physiological processes. In practice, the number and ranges of decodable frequency intervals are determined by sampling parameters, often ignored by researchers. To improve the situation, we report on an open toolbox with a graphical user interface for decoding rhythms of the brain system (DREAM). We provide worked examples of DREAM to investigate frequency-specific performance of both neural (spontaneous brain activity) and neurobehavioral (in-scanner head motion) oscillations. DREAM decoded the head motion oscillations and uncovered that younger children moved their heads more than older children across all five frequency intervals whereas boys moved more than girls in the age of 7 to 9 years. It is interesting that the higher frequency bands contain more head movements, and showed stronger age-motion associations but weaker sex-motion interactions. Using data from the Human Connectome Project, DREAM mapped the amplitude of these neural oscillations into multiple frequency bands and evaluated their test-retest reliability. The resting-state brain ranks its spontaneous oscillation's amplitudes spatially from high in ventral-temporal areas to low in ventral-occipital areas when the frequency band increased from low to high, while those in part of parietal and ventral frontal regions are reversed. The higher frequency bands exhibited more reliable amplitude measurements, implying more inter-individual variability of the amplitudes for the higher frequency bands. In summary, DREAM adds a reliable and valid tool to mapping human brain function from a multiple-frequency window into brain waves.
KeywordBrain oscillations Reliability Head motion Development
Indexed BySCI
Funding ProjectStartup Funds for Leading Talents at Beijing Normal University, Beijing Municipal Science and Technology Commission[Z161100002616023] ; CAS-NWO Programme[153111KYSB20160020] ; Guangxi BaGui Scholarship[201621] ; 16 NIH institutes and centers[1U54MH091657] ; McDonnell Center for Systems Neuroscience at Washington University
WOS Research AreaComputer Science ; Neurosciences & Neurology
WOS SubjectComputer Science, Interdisciplinary Applications ; Neurosciences
WOS IDWOS:000605524900001
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Document Type期刊论文
Corresponding AuthorLi, Hai-Fang; Zuo, Xi-Nian
Affiliation1.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing, Peoples R China
2.Natl Basic Publ Sci Data Ctr, Beijing, Peoples R China
3.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
4.Taiyuan Univ Technol, Coll Informat & Comp, Taiyuan, Peoples R China
5.Beijing Univ Technol, Fac Sci, Coll Math, Dept Appl Math, Beijing, Peoples R China
6.Erasmus Univ, Dept Child & Adolescent Psychiat, Rotterdam, Netherlands
7.NYU, Ctr Child Study, Langone Med Ctr, New York, NY USA
8.Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
9.Nanning Normal Univ, Key Lab Brain & Educ Sci, Nanning, Peoples R China
10.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
11.Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R China
First Author AffilicationKey Laboratory of Behavioral Science, CAS
Corresponding Author AffilicationKey Laboratory of Behavioral Science, CAS
Recommended Citation
GB/T 7714
Gong, Zhu-Qing,Gao, Peng,Jiang, Chao,et al. DREAM A Toolbox to Decode Rhythms of the Brain System[J]. NEUROINFORMATICS,2021:17.
APA Gong, Zhu-Qing.,Gao, Peng.,Jiang, Chao.,Xing, Xiu-Xia.,Dong, Hao-Ming.,...&Zuo, Xi-Nian.(2021).DREAM A Toolbox to Decode Rhythms of the Brain System.NEUROINFORMATICS,17.
MLA Gong, Zhu-Qing,et al."DREAM A Toolbox to Decode Rhythms of the Brain System".NEUROINFORMATICS (2021):17.
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