Measuring cognitive abilities and resting-state neuromagnetic signals in children

Kohske Takahashi, Koji Iwayama, Aki Kondo, Hiroyuki Tsubomi, Yuko Yoshimura, Yoshito Hirata, Kazuyuki Aihara, Mitsuru Kikuchi, Yoshio Minabe, Katsumi Watanabe

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Resting-state study is a useful tool to investigate the brain activity related to cognitive abilities in children because it may be difficult for children to perform some experimental tasks. In the present study, we report a preliminary examination to associate the resting-state neuromagnetic signals from magnetoencephalogram (MEG) with cognitive abilities in children. We applied a non-linear time-series analysis for 90-s resting-state neuromagnetic signals and estimated interdependency of two channels of MEG signals. Then we examined the relation between the magnitudes of interdependency and the cognitive abilities and ages. Although we found some indications of age differences in the lateralization of interdependency, the results highlighted several limiting factors in measuring cognitive abilities and resting-state neuromegnetic signals in children and suggested that further elaboration of devices, procedures, and analysis would be warranted.

Original languageEnglish
Title of host publication5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event5th 2012 Biomedical Engineering International Conference, BMEiCON 2012 - Muang, Ubon Ratchathani, Thailand
Duration: 2012 Dec 52012 Dec 7

Other

Other5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
CountryThailand
CityMuang, Ubon Ratchathani
Period12/12/512/12/7

Fingerprint

Time series analysis
Brain

Keywords

  • Development
  • K-ABC
  • Magnetoencephalography
  • Non-linear analysis
  • Resting-state brain activity

ASJC Scopus subject areas

  • Biomedical Engineering

Cite this

Takahashi, K., Iwayama, K., Kondo, A., Tsubomi, H., Yoshimura, Y., Hirata, Y., ... Watanabe, K. (2012). Measuring cognitive abilities and resting-state neuromagnetic signals in children. In 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012 [6465513] https://doi.org/10.1109/BMEiCon.2012.6465513

Measuring cognitive abilities and resting-state neuromagnetic signals in children. / Takahashi, Kohske; Iwayama, Koji; Kondo, Aki; Tsubomi, Hiroyuki; Yoshimura, Yuko; Hirata, Yoshito; Aihara, Kazuyuki; Kikuchi, Mitsuru; Minabe, Yoshio; Watanabe, Katsumi.

5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. 2012. 6465513.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Takahashi, K, Iwayama, K, Kondo, A, Tsubomi, H, Yoshimura, Y, Hirata, Y, Aihara, K, Kikuchi, M, Minabe, Y & Watanabe, K 2012, Measuring cognitive abilities and resting-state neuromagnetic signals in children. in 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012., 6465513, 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012, Muang, Ubon Ratchathani, Thailand, 12/12/5. https://doi.org/10.1109/BMEiCon.2012.6465513
Takahashi K, Iwayama K, Kondo A, Tsubomi H, Yoshimura Y, Hirata Y et al. Measuring cognitive abilities and resting-state neuromagnetic signals in children. In 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. 2012. 6465513 https://doi.org/10.1109/BMEiCon.2012.6465513
Takahashi, Kohske ; Iwayama, Koji ; Kondo, Aki ; Tsubomi, Hiroyuki ; Yoshimura, Yuko ; Hirata, Yoshito ; Aihara, Kazuyuki ; Kikuchi, Mitsuru ; Minabe, Yoshio ; Watanabe, Katsumi. / Measuring cognitive abilities and resting-state neuromagnetic signals in children. 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. 2012.
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