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Comparative Analysis of Brain Activity during Performing Number Sense and Mental Rotational Tasks: An EEG Study Using sLORETA

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초록

This study attempted to find out what differences of the signal sources of brain waves thatoccurred during performing number sense tasks and mental rotation tasks using sLORETAtechnology. Twenty students (10 men and 10 women) attending a four-year university inGyeongsangnam-do were asked to perform six tasks (3 number sense tasks and 3 mentalrotation tasks). The EEG brain waves were measured during performing each task and wereanalyzed by applying to the sLORETA with t-test: paired group test, A-A2=B-B2. The resultshowed that there were statistically significant differences in theta, alpha, and beta bandsbetween NS1 and NS2, which brain areas included the superior frontal gyrus, the middlefrontal gyrus, the inferior frontal gyrus, the superior temporal, the anterior cingulate, theextra-nuclear, and the insula. The anterior cingulate and the superior frontal gyrus were theareas that showed a statistically significant difference between SP2 and SP3 in the gammaband. This study examined the difference in brain activity while performing two differenttypes of tasks by applying sLORETA. It will be expected to deepen the cognitive neuroscienceunderstanding of the mathematics learning process for students.

Abstract

This study attempted to find out what differences of the signal sources of brain waves thatoccurred during performing number sense tasks and mental rotation tasks using sLORETAtechnology. Twenty students (10 men and 10 women) attending a four-year university inGyeongsangnam-do were asked to perform six tasks (3 number sense tasks and 3 mentalrotation tasks). The EEG brain waves were measured during performing each task and wereanalyzed by applying to the sLORETA with t-test: paired group test, A-A2=B-B2. The resultshowed that there were statistically significant differences in theta, alpha, and beta bandsbetween NS1 and NS2, which brain areas included the superior frontal gyrus, the middlefrontal gyrus, the inferior frontal gyrus, the superior temporal, the anterior cingulate, theextra-nuclear, and the insula. The anterior cingulate and the superior frontal gyrus were theareas that showed a statistically significant difference between SP2 and SP3 in the gammaband. This study examined the difference in brain activity while performing two differenttypes of tasks by applying sLORETA. It will be expected to deepen the cognitive neuroscienceunderstanding of the mathematics learning process for students.

참고문헌 (86)

  1. Battista, M. T., "Spatial visualization and gender differences in high school geometry", Journal for Research in Mathematics Education, 21, pp.47~60 (1990)
  2. Bobis, J., "The effect of instruction on the development of computation estimation strategies", Mathematics Education Research Journal, 3, pp.7~29 (1991)
  3. Botvinick, M. M., "Conflict monitoring and anterior cingulate cortex : an update", Trends in Cognitive Sciences, 8, pp.539~546 (2004)
  4. Brett, M., "Using the talairach atlas with the MNI template", NeuroImage, 13, pp.85~ (2001)
  5. Burton, L., "The factor structure of visual imagery and spatial abilities", Intelligence, 31, pp.289~318 (2003)
  6. Bush, G., "Cognitive and emotional influences in anterior cingulate cortex", Trends in Cognitive Sciences, 4, pp.215~222 (2000)
  7. Buzaki, G., "Theta oscillations in the hippocampus", Neuron, 33, pp.325~340 (2002)
  8. Carroll, J. B, "Human Cognitive Abilities: A Survey of Factor-analytic Studies" (1993), Cambridge University Press
  9. Casey, M. B., "Spatial ability as a predictor of math achievement : the importance of sex and handeness patterns", Neuropsychologia, 30, pp.35~40 (1992)
  10. Choi, C., "The effects of mental training with brain-wave bio-feedback on mental attention & energy substrates after maximal exercise", Journal of Sport and Leasure Studies, 21, pp.441~451 (2004)
  11. Christopoulos, G. I., "Neural correlates of value, risk, and risk aversion contributing to decision making under risk", The Journal of Neuroscience, 29, pp.12574~12583 (2009)
  12. 정봉교, "전두피질 비대칭성, 긍정적 정서 및 접근동기", 한국심리학회지: 인지 및 생물, 19(2), pp.127~147 (2007), 한국인지및생물심리학회[DOI]
  13. 정봉교, "전두피질 EEG 비대칭성과 부정적 정서조절", 한국심리학회지: 인지 및 생물, 20(4), pp.203~221 (2008), 한국인지및생물심리학회[DOI]
  14. Curran-Everett, D., "Explorations in statistics: The log transformation", Advanced in Physiology Education, 42, pp.343~347 (2018)
  15. Dehaene, S., "The mental representation of parity and number magnitude", Journal of Experimental Psychology : General, 122, pp.371~396 (1993)
  16. Dehaene, S., "Cultural recycling of cortical maps", Neuron, 56, pp.384~398 (2007)
  17. Fairclough, S. H., "The influence of task demand and learning on the psychophysiological response", International Journal of Psychophysiology, 56, pp.171~184 (2005)
  18. Fehr, T., "Common brain regions underlying different arithmetic operations as revealed by conjunct fMRI-BOLD activation", Brain research, 1172, pp.93~102 (2007)
  19. Fitzgibbon, S. P., "Cognitive tasks augment gamma EEG power", Clinical Neurophysiology, 115, pp.1802~1809 (2004)
  20. Freeman, W. J., "Aperiodic phase re-setting in scalp EEG of beta-gamma oscillations by state transitions at alpha-theta rates", Human Brain Mapping, 19, pp.248~272 (2003)
  21. Gersten, R., "Early identification and interventions for students with mathematics difficulties", Journal of Learning Disabilities, 38, pp.293~304 (2005)
  22. Guay, R. B, "Purdue Spatial Visualization Test" (1976), Purdue Research Foundation
  23. Halari, R., "Comparable fMRI activity with differential behavioural performance on mental rotation and overt verbal fluency tasks in healthy men and women", Experimental Brain Research, 169, pp.1~14 (2006)
  24. Hallez, H., "Review on solving the forward problem in EEG source analysis", Journal of NeuroEngineering and Rehabilitation, 4, pp.46~ (2007)
  25. Hampshire, A., "The role of the right inferior frontal gyrus: inhibition and attentional control", Neuroimage, 50, pp.1313~1319 (2010)
  26. Hartwigsen, G., "Functional segregation of the right inferior frontal gyrus: Evidence from coactivation-based parcellation", Cerebral Cortex, 29, pp.1532~1546 (2019)
  27. Hawes, Z., "Neural underpinnings of numerical and spatial cognition: An fMRI meta-analysis of brain regions associated with symbolic number, arithmetic, and mental rotation", Neuroscience and biobehavioral reviews, 103, pp.316~336 (2019)
  28. Herrmann, C. S., "Cognitive functions of gamma-band activity: memory match and utilization", Trends in Cognitive Sciences, 8, pp.347~355 (2004)
  29. Hirata, M., "Determination of language dominance with synthetic aperture magnetometry: comparison with the Wada test", NeuroImage, 23, pp.46~53 (2004)
  30. Ho, C. -H., "An investigation of 2D and 3D spatial and mathematical abilities", Design Studies, 27, pp.505~524 (2005)
  31. Hope, J., "Characteristics of unskilled and skilled mental calculators", Journal for Research in Mathematics Education, 18, pp.98~111 (1987)
  32. Hubbard, E. M., "Interactions between number and space in parietal cortex", Nature Reviews Neuroscience, 6, pp.435~ (2005)
  33. Hwang, T, "The analysis of brain waves in response to linguistic stimuli to difference brain regions", Doctor, pp.2012
  34. Jasper, H. H., "The ten-twenty electrode system of the international federation", Electroencephalography and Clinical Neurophysiology, 10, pp.371~375 (1958)
  35. Jensen, E, "Introduction to Brain-compatible Learning" (2007), Corwin Press
  36. 정진수, "Caminalcules를 이용한 귀납적 탐구 과제 수행에서 나타난 뇌파의 상대 파워 스펙트럼 분석", 생물교육, 36(4), pp.456~467 (2008), 한국생물교육학회[DOI]
  37. Jessup, R. K., "Error effects in anterior cingulate cortex reverse when error likelihood is high", The Journal of Neuroscience, 30, pp.3467~3472 (2010)
  38. Jung, S., "A study on the prefrontal EEG activities in the case of audio-visual learning using wavelet transform", Conference on the Korean Institute of Electrical Engineers, pp.2177~2178 (2006)
  39. Kang, Y, "Comparison of children’s social skills by brain exercise and neuro-feedback training with their learning abilities by EEG", Doctor, pp.2015
  40. Kang, J., "Art and Application of EEG Analysis" (2017), Medbook
  41. Kim, D., "Electroencephalogram" (2001), Korea Medical Book Publishing Company
  42. Kim, D. W., "Understanding and Application of EEG" (2017), Hakjisa
  43. Kim, D. W., "Trends in Brain Wave Signal and Application Technology", Electronics and Telecommunications Trends, 33, pp.19~28 (2017)
  44. Kim, E., "Effects of motivation activity in brain education on middle-school students’concentration and EEG activation", Journal of Brain Education, 3, pp.27~52 (2010)
  45. 김상은, "생물 분류와 가설 생성 시 청각장애 대학생과 일반 대학생의 뇌파 비교 분석", 생물교육, 38(4), pp.621~630 (2010), 한국생물교육학회[DOI]
  46. 김원식, "긍", 부정 감성자극에 대한 행동활성화체계 및 행동억제체계 민감도에 따른 뇌파의 LORETA 분석, 2005, pp.8(4), 403~413[DOI]
  47. 김연미, "수학적 사고에 동원되는 두뇌 영역들과 이의 교육학적 의미", 수학교육, 52(1), pp.19~41 (2013), 한국수학교육학회
  48. Kim, Y. Y., "Activity of left inferior frontal gyrus related to word repetition effects: LORETA imaging with 128-channel EEG and individual MRI", NeuroImage, 29, pp.712~720 (2006)
  49. Kim, Y. L, "An exploratory study on the brain-based characteristics of students from Korea science academy of KAIST and from the general science focused high schools", Doctor, pp.2012
  50. Klimesch, W., "Alpha-band oscillations, attention, and controlled access to stored information", Trends in Cognitive Sciences, 16, pp.606~617 (2012)
  51. 고병진, "청소년 뇌발달 프로그램이 집중력 수준에 따른 두뇌 영역별 뇌파 변화와 정신력에 미치는 영향", 청소년시설환경, 10(2), pp.3~17 (2012), 한국청소년시설환경학회[DOI]
  52. Lachaux, J. P., "Silence is golden: transient neural deactivation in the prefrontal cortex during attentive reading", Cerebral Cortex, 18, pp.443~450 (2008)
  53. Lee, S, "Analysis of learners’ cognitive learning activities using brain waves", Doctor, pp.2021
  54. Lee, Y., "Functional study of the human brain using MEG", Communications of the Korean Institute of Information Scientists and Engineers, 27, pp.50~57 (2009)
  55. Linn, M. C., "Emergence and characterization of sex differences in spatial ability: A meta-analysis", Child Development, 56, pp.1479~1498 (1985)
  56. McIntosh, A., "A proposed framework for examing basic number sense", For the Learning of Mathematics, 12, pp.2~8 (1992)
  57. Michel, C. M., "EEG source imaging", Clinical Neurophysiology, 115, pp.2195~2222 (2004)
  58. Curriculum and Evaluation Standards for School Mathematics, "National Council of Teachers of Mathematics", NCTM, ~ (1989)
  59. Ng, V. W., "Identifying rate-limiting nodes in large-scale cortical networks for visuospatial processing: An illustration using fMRI", Journal of Cognitive Neuroscience, 13, pp.537~545 (2001)
  60. Nichols, T. E., "Nonparametric permutation tests for functional neuroimaging : A primer with examples", Human Brain Mapping, 15, pp.1~25 (2001)
  61. Nieder, A, "A Brain for Numbers" (2019), The MIT Press
  62. Nikolaev, A. R., "EEG frequency ranges during perception and mental rotation of two- and three-dimensional objects", Neuroscience and Behavioral Physiology, 28, pp.670~677 (1998)
  63. O’Keefe, J., "Phase relationship between hippocampal place units and the EEG theta rhythm", Hippocampus, 3, pp.317~330 (1993)
  64. 방정숙, "초등학교 학생들의 계산 능력과 수감각(Number Sense) 연구", 한국학교수학회논문집, 8(4), pp.423~444 (2005), 한국학교수학회
  65. 박경신, "가상현실 교육설계방식에 따른 학습자 주의와학습 기억에 관한 연구", 정보처리학회 논문지, 14(2), pp.119~126 (2007), 한국정보처리학회
  66. 박성선, "퍼듀 공간 시각화 검사-회전의 시각화(한글판)의 타당화 및 문항 분석", 교원교육, 28(1), pp.143~163 (2012), 교육연구원
  67. Pascual-Marqui, R. D., "Low resolution electromagnetic tomography:a new method for localizing electrical activity in the brain", International Journal of Psychophysiology, 18, pp.49~65 (1994)
  68. Pascual-Marqui, R. D., "Review of methods for solving the EEG inverse problem", International Journal of Bioelectromagnetism, 1, pp.75~86 (1999)
  69. Pascual-Marqui, R. D., "Standardized low resolution brain electromagnetic tomography (sLORETA):Technical details", Methods and Findings in Experimental and Clinical Pharmacolgy, 24, pp.5~12 (2002)
  70. Pascual-Marqui, R. D, "Quantitative EEG Analysis Methods and Clinical Applications", pp.121~140 (2009), Artech House
  71. Paus T., "Primate anterior cingulate cortex: where motor control, drive and cognition interface", Nature reviews, 2, pp.417~424 (2001)
  72. Posner, M. I., "The attention system of the human brain", Annual Review of Neuroscience, 13, pp.25~42 (1990)
  73. Reys, R., "Assessing number sense of students in Australia, Sweden, Taiwan, and the United States", School Science and Mathematics, 99, pp.61~70 (1999)
  74. Simonoff, J. S, "Smoothing Methods in Statistics" (1996), Springer-Verlag
  75. Slotnick, S. D, "Cognitive Neuroscience of Memory" (2021), PYMATE
  76. Soltanlou, M., "Increased arithmetic complexity is associated with domain-general but not domain-specific magnitude processing in children: A simultaneous fNIRS-EEG study", Cognitive, Affective, & Behavioral Neuroscience, 17, pp.724~736 (2017)
  77. Sousa, D. A, "How the Spacial Needs Brain Learns" (2009), Sigma Press
  78. Sowder, J. T, "Handbook of Research on Mathematics Teaching and Learning", pp.371~389 (1992), Macmillan
  79. Tartre, L. A, "Mathematics and Gender: Influences on Teachers and Students", pp.27~59 (1990), Teachers’ College Press
  80. Thomas, M., "EEG coherence during mental rotation of letters, hands and scenes", International Journal of Psychophysiology: Official Journal of The International Organization of Psychophysiology, 89, pp.128~135 (2013)
  81. Titterington, D. M., "Common structure of smoothing techniques in statistics", International Statistical Review, 53, pp.141~170 (1985)
  82. Uddin, L. Q., "Structure and function of the human insula", Journal of Clinical Neurophysiology, 34, pp.300~306 (2017)
  83. Walsh V., "A theory of magnitude : common cortical metrics of time, space and quantity", Trends in Cognitive Sciences, 7, pp.483~488 (2003)
  84. Yoon, S. Y, "Psychometric properties of the Revised Purdue Spatial Visualization Tests: Visualization of Rotations", Doctor, pp.2011
  85. Young, J. D., "Meditation as a voluntary hypometabolic state of biological estivation", pp.149~153 (1998), Physiology Published
  86. Zhang, X., "Does growth rate in spatial ability matter in predicting early arithmetic competence?", Learning and Instruction, 49, pp.232~241 (2017)

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