Using big data to map the network organization of the brain

被引:4
|
作者
Swain, James E. [1 ,2 ,4 ]
Sripada, Chandra [1 ,3 ]
Swain, John D. [5 ]
机构
[1] Univ Michigan, Sch Med, Dept Psychiat, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Psychol, Ann Arbor, MI 48105 USA
[3] Univ Michigan, Dept Philosophy, Ann Arbor, MI 48105 USA
[4] Yale Univ, Sch Med, Child Study Ctr, New Haven, CT 06520 USA
[5] Northeastern Univ, Dept Phys, Boston, MA 02115 USA
关键词
D O I
10.1017/S0140525X13001908
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The past few years have shown a major rise in network analysis of "big data" sets in the social sciences, revealing non-obvious patterns of organization and dynamic principles. We speculate that the dependency dimension - individuality versus sociality - might offer important insights into the dynamics of neurons and neuronal ensembles. Connectomic neural analyses, informed by social network theory, may be helpful in understanding underlying fundamental principles of brain organization.
引用
收藏
页码:101 / 102
页数:2
相关论文
共 50 条
  • [21] The economy of brain network organization
    Bullmore, Edward T.
    Sporns, Olaf
    NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) : 336 - 349
  • [22] Using big data to map the relationship between time perspectives and economic outputs
    Olivola, Christopher Y.
    Moat, Helen Susannah
    Preis, Tobias
    BEHAVIORAL AND BRAIN SCIENCES, 2019, 42
  • [23] The economy of brain network organization
    Ed Bullmore
    Olaf Sporns
    Nature Reviews Neuroscience, 2012, 13 : 336 - 349
  • [24] A network approach to the topological organization of the Brodmann map
    Bruner, Emiliano
    ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY, 2022, 305 (12): : 3504 - 3515
  • [25] Network security analysis using big data technology and improved neural network
    Bao, Ke
    Ding, Yourong
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020,
  • [26] Brain Tumor Segmentation Using a Patch-Based Convolutional Neural Network: A Big Data Analysis Approach
    Ullah, Faizan
    Salam, Abdu
    Abrar, Mohammad
    Amin, Farhan
    MATHEMATICS, 2023, 11 (07)
  • [27] An Advertising Analytics Framework Using Social Network Big Data
    Deng, Lei
    Gao, Jerry
    2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2015, : 470 - 475
  • [28] Big Data Network Flow Processing Using Apache Spark
    Jerabek, Kamil
    Rysavy, Ondrej
    PROCEEDINGS OF THE 6TH CONFERENCE ON THE ENGINEERING OF COMPUTER BASED SYSTEMS (ECBS 2019), 2020,
  • [29] Exploratory Analysis for Big Social Data Using Deep Network
    Wu, Chao
    Wang, Guolong
    Zhu, Jiangcheng
    Lertvittayakumjorn, Piyawat
    Hu, Simon
    Tan, Chilie
    Mi, Hong
    Xu, Yadan
    Xiao, Jun
    IEEE ACCESS, 2019, 7 : 21446 - 21453
  • [30] Distribution network model using big data in an international environment
    Mishra, Shraddha
    Singh, Surya Prakash
    SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 707