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

doi:10.1109/BMEiCon.2012.6465513

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

School of Fundamental Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
DOIs	https://doi.org/10.1109/BMEiCon.2012.6465513
Publication status	Published - 2012 Dec 1
Event	5th 2012 Biomedical Engineering International Conference, BMEiCON 2012 - Muang, Ubon Ratchathani, Thailand Duration: 2012 Dec 5 → 2012 Dec 7

Publication series

Name	5th 2012 Biomedical Engineering International Conference, BMEiCON 2012

Other

Other	5th 2012 Biomedical Engineering International Conference, BMEiCON 2012
Country	Thailand
City	Muang, Ubon Ratchathani
Period	12/12/5 → 12/12/7

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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., 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). 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 (5th 2012 Biomedical Engineering International Conference, BMEiCON 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference 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, 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012, Muang, Ubon Ratchathani, Thailand, 12/12/5. 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. (5th 2012 Biomedical Engineering International Conference, BMEiCON 2012).

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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.",

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AU - Yoshimura, Yuko

AU - Hirata, Yoshito

AU - Aihara, Kazuyuki

AU - Kikuchi, Mitsuru

AU - Minabe, Yoshio

AU - Watanabe, Katsumi

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AB - 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.

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Access to Document

10.1109/BMEiCon.2012.6465513