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Analysis of EEG Signal for Relativity between Musical Stimulus and Concentration for Memorization

음악적 자극과 서술적 기억 관련 집중력과의 상관성에 대한 뇌파 분석

  • Received : 2019.04.22
  • Accepted : 2019.06.15
  • Published : 2019.06.30

Abstract

In this paper, we measured and analyzed the EEG signals related to the relativity between musical stimuli and human concentration for memorization. In our experiments, the subjects carried out the tasks related to human memorization exposing to musical stimuli and the tasks are to memorize the english words. We used two kinds of musical stimuli, one is a sedative tendency music and the other is a stimulative tendency music. We presented the results that are analyzed as the EEG signals by frequency bands, respectively.

본 논문에서는 음악적 자극이 인간의 기억에 관련된 집중력에 미치는 영향을 조사하기 위하여 인간의 뇌파를 계측 및 분석하였다. 뇌파 실험에서는 음악적 자극과 함께 기억 관련 과제를 수행하게 하였는데, 기억 관련 과제로는 영어단어를 암기하는 것을 선정하였다. 음악적 자극은 진정성향 및 자극성향의 음악으로 나누어 제시하였고, 피험자의 뇌파는 주파수 대역에 따라 나누어 분석한 결과를 각각 제시하였다.

Keywords

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그림 1. 뇌파 실험 순서 Fig. 1 Procedure of EEG signal experiments

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그림 2. 암기 및 암기 확인 과정에서의 뇌파 파워 Fig. 2 Power of EEG signal in memorizing period and memorizing verification period

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그림 3. 음악적 자극 성향에 따른 뇌파 파워 Fig. 3 Power of EEG signal by musical stimulus tendency

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그림 4. 암기과정에서의 뇌파의 변화 Fig. 4 Change of EEG signal during memorizing period

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그림 5. 암기확인과정에서의 뇌파의 변화 Fig. 5 Change of EEG signal during memorizing verification period

References

  1. J. Jo, "Analysis of EEG characteristics for the effectiveness verification of meditation music," J. of the Korea Institute of Electronic Communication Sciences, vol. 9, no. 10, 2014, pp. 1139-1144. https://doi.org/10.13067/JKIECS.2014.9.10.1139
  2. Y. Jang, "Analysis of concentration-related EEG component due to smartphone," J. of the Korea Institute of Electronic Communication Sciences, vol. 11, no. 7, 2016, pp. 717-722. https://doi.org/10.13067/JKIECS.2016.11.7.717
  3. Y. Jang and H. Yoon, "EEG signal analysis for relativity between musical stimulus and arithmetical brain activity," J. of the Korea Institute of Electronic Communication Sciences, vol. 13, no. 2, 2018, pp. 481-486. https://doi.org/10.13067/JKIECS.2018.13.2.481
  4. Y. Jeon and A. Cho "Effect of 1/f fluctuation sound on comfort sensibility," J. of the Ergonomics Society of Korea, vol. 25, no. 4, 2006, pp. 9-22. https://doi.org/10.5143/JESK.2006.25.4.009
  5. J. Sohn, I. Yi, E. Sokhadeze, J. Kim, and S. Choi, "The effect of 1/f music on the psychophysiological responses induced by stressful visual stimulation," Korean J. of the Science of Emotion & Sensibility, vol. 1, no. 1, 1998, pp. 135-143.
  6. K. Trochidis and E. Bigand, "EEG-based emotion perception during music listening," Proc. of the 12th International Conference on Music Perception and Cognition, Thessaloniki, Greece, 2012, pp. 1018-1021.
  7. A. Bajoulvand, R. Marandi, M. Daliri, and S. Sabzpoushan, "Analysis of folk music preference of people from different ethnic groups using kernel-based methods on EEG signals," Applied Mathematics and Computation, vol. 307, 2017, pp. 62-70. https://doi.org/10.1016/j.amc.2017.02.042
  8. T. Winograd, D. Bobrow, and A. Collins, Frame representation and the declarative / procedural controversy. New York: Academic press, 1975.
  9. K. Lee, D. Heo, J. Lee, and J. Lee, "Reciprocal interaction of procedural memory and declarative memory during motor skill acquisition," Korean J. of Physical Education, vol. 52, no. 3, 2013, pp. 115-127.
  10. A. Kim, "Interaction between procedural and declarative memories during the sequence learning task," Doctor's Thesis, Chosun University, 2012.
  11. E. Gaston, Man and music. New York: Macmillan, 1968.