Role of the EEG Theta Network During Software Production: A Connectivity Study

被引:4
作者
Calcagno, A. [1 ]
Coelli, S. [1 ]
Amendola, C. [2 ]
Pirovano, I. [3 ]
Re, R. [4 ,5 ]
Medeiros, J. [6 ]
Carvalho, P. [6 ]
Madeira, H. [6 ]
Bianchi, A. M. [1 ]
机构
[1] Politecn Milan, Dipartimento Elettron Informaz & Bioingn DEIB, I-20133 Milan, Italy
[2] Politecn Milan, Dipartimento Fis, I-20133 Milan, Italy
[3] Ist Tecnol Biomed, Consiglio Nazl Ric CNR ITB, I-20054 Segrate, Italy
[4] Politecn Milan, Dipartimento Fis, I-20133 Milan, Italy
[5] CNR, Ist Foton & Nanotecnol, I-20133 Milan, Italy
[6] Univ Coimbra, CISUC Ctr Informat & Syst, Dept Informat Engn, P-3030290 Coimbra, Portugal
关键词
EEG; cognition; connectivity; software development; mental effort; MEMORY;
D O I
10.1109/TNSRE.2023.3299834
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Software programming is an acquired evolutionary skill originating from consolidated cognitive functions (i.e., attentive, logical, coordination, mathematic calculation, and language comprehension), but the underlying neurophysiological processes are still not completely known. In the present study, we investigated and compared the brain activities supporting realistic programming, text and code reading tasks, analyzing Electroencephalographic (EEG) signals acquired from 11 experienced programmers. Multichannel spectral analysis and a phase-based effective connectivity study were carried out. Our results highlighted that both realistic programming and reading tasks are supported by modulations of the Theta fronto-parietal network, in which parietal areas behave as sources of information, while frontal areas behave as receivers. Nevertheless, during realistic programming, both an increase in Theta power and changes in network topology emerged, suggesting a task-related adaptation of the supporting network system. This reorganization mainly regarded the parietal area, which assumes a prominent role, increasing its hub functioning and its connectivity in the network in terms of centrality and degree.
引用
收藏
页码:3142 / 3151
页数:10
相关论文
共 37 条
  • [1] The variability of EEG functional connectivity of young ADHD subjects in different resting states
    Alba, Guzman
    Pereda, Ernesto
    Manas, Soledad
    Mendez, Leopoldo D.
    Rosario Duque, Ma
    Gonzalez, Almudena
    Gonzalez, Julian J.
    [J]. CLINICAL NEUROPHYSIOLOGY, 2016, 127 (02) : 1321 - 1330
  • [2] SEED-G: Simulated EEG Data Generator for Testing Connectivity Algorithms
    Anzolin, Alessandra
    Toppi, Jlenia
    Petti, Manuela
    Cincotti, Febo
    Astolfi, Laura
    [J]. SENSORS, 2021, 21 (11)
  • [3] Berka C, 2007, AVIAT SPACE ENVIR MD, V78, pB231
  • [4] Dynamic reorganization of brain functional networks during cognition
    Bola, Michal
    Sabel, Bernhard A.
    [J]. NEUROIMAGE, 2015, 114 : 398 - 413
  • [5] Calcagno A, 2020, IEEE MEDITERR ELECT, P325, DOI [10.1109/MELECON48756.2020.9140717, 10.1109/melecon48756.2020.9140717]
  • [6] Cassani C M, 2022, Annu Int Conf IEEE Eng Med Biol Soc, V2022, P4044, DOI 10.1109/EMBC48229.2022.9871394
  • [7] The role of the insula in intuitive expert bug detection in computer code: an fMRI study
    Castelhano, Joao
    Duarte, Isabel C.
    Ferreira, Carlos
    Duraes, Joao
    Madeira, Henrique
    Castelo-Branco, Miguel
    [J]. BRAIN IMAGING AND BEHAVIOR, 2019, 13 (03) : 623 - 637
  • [8] Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory
    Chai, Meei Tyng
    Amin, Hafeez Ullah
    Izhar, Lila Iznita
    Saad, Mohamad Naufal Mohamad
    Rahman, Mohammad Abdul
    Malik, Aamir Saeed
    Tang, Tong Boon
    [J]. FRONTIERS IN NEUROINFORMATICS, 2019, 13
  • [9] Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends
    Chiarion, Giovanni
    Sparacino, Laura
    Antonacci, Yuri
    Faes, Luca
    Mesin, Luca
    [J]. BIOENGINEERING-BASEL, 2023, 10 (03):
  • [10] Sustained attention task-related changes of functional connectivity in children with ADHD
    Coelli, Stefania
    Calcagno, Alessandra
    Iascone, Eleonora
    Gaspari, Ludovica
    Canevini, Maria Paola
    Bianchi, Anna Maria
    [J]. 2022 IEEE 21ST MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (IEEE MELECON 2022), 2022, : 585 - 589