• Title/Summary/Keyword: a brain wave

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A Brain-based Study with Two Groups of High Math Anxiety and Low Math Anxiety through the Non-psychological Remedy Program of Functional Tasks (비심리적 처치프로그램에 의한 고등학생 수학불안집단 간의 뇌파 연구)

  • Choi-Koh, Sang Sook;Lee, Chang Yeon
    • The Mathematical Education
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    • v.55 no.3
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    • pp.383-396
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    • 2016
  • This study investigated highschool students' brain waves on functional tasks such as a transition(F task) from equation to graph and the other transition(G task) vice versa. A total of 39 students participated in the study who attended a high school located in Gyunggi province. These students were divided into two groups, HMA and LMA by MASS test revised by Ko, & Yi (2012). The functional tasks for the stroop task to measure EEG were provided from a previous study, Seok(2015). The results indicated two groups on G tasks showed deeper and wider brain waves which demonstrated G tasks were more difficult than F tasks. However, HMA group had an effect of the non-psychological program which had given more chances on G tasks rather than F tasks within Students' Zone of Proximal Development. Also, HMA group's brain waves had more ranges in amplitude and width of waves. These results imply that the characteristics of students' brain waves with math anxiety are consistent to the previous studies.

The Classification Algorithm of Users' Emotion Using Brain-Wave (뇌파를 활용한 사용자의 감정 분류 알고리즘)

  • Lee, Hyun-Ju;Shin, Dong-Il;Shin, Dong-Kyoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.2
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    • pp.122-129
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    • 2014
  • In this study, emotion-classification gathered from users was performed, classification-experiments were then conducted using SVM(Support Vector Machine) and K-means algorithm. Total 15 numbers of channels; CP6, Cz, FC2, T7. PO4, AF3, CP1, CP2, C3, F3, FC6, C4, Oz, T8 and F8 among 32 members of the channels measured were adapted in Brain signals which indicated obvious the classification of emotions in previous researches. To extract emotion, watching DVD and IAPS(International Affective Picture System) which is a way to stimulate with photos were applied and SAM(Self-Assessment Manikin) was used in emotion-classification to users' emotional conditions. The collected users' Brain-wave signals gathered had been pre-processing using FIR filter and artifacts(eye-blink) were then deleted by ICA(independence component Analysis) using. The data pre-processing were conveyed into frequency analysis for feature extraction through FFT. At last, the experiment was conducted suing classification algorithm; Although, K-means extracted 70% of results, SVM showed better accuracy which extracted 71.85% of results. Then, the results of previous researches adapted SVM were comparatively analyzed.

The Effects of Music Therapy on the Changes in Brain Waves and Emotion, and Reduction of Depression and Anxiety for the Post-traumatic Stressed Adolescent (음악치료가 외상 후 스트레스를 받은 청소년의 뇌파 변화 및 정서, 우울, 불안 감소에 미치는 영향)

  • Choi, Ae-Na;Park, Hyoung-Joon
    • Journal of Families and Better Life
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    • v.26 no.4
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    • pp.13-25
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    • 2008
  • This study of a music therapy program for the 18 subjects residing in Jeollanam-do province was conducted two times per week during 4 months totalling 17 times in order to evaluate the reduction of the characteristics of patients suffering from stress disorder patients such as depression, and anxiety, Though the experiment for non-symmetric level the concentration and appearance of Alpha wave were determine to be stable but the findings from non-symmetric level according to the left-right brain activity were not significant for T-test, though its effective intermission of music therapy due to variation of the mean values was demonstrated, and the variation of the Alpha wave appearance rate was also significant for the statistics of the T-test for the effectiveness of the music therapy. And for the reduction of depression, emotion, and state-trait anxiety between groups divided into the control group and the experiment, pre-measurement and post-measurement comparisons through psychological tess, validated the effectiveness of music therapy for Posttraumatic stress disorder patients. First of all, this study was conducted in the situation of scarce study cases and program developments for the efficacy of music therapy for the patients suffering from Posttraumatic stress disorders without precedent studies of scientific identification through brain wave measurement. Because this study is insightful in the context of validating the efficacy of musical treatment, we expect that these kinds of studises will be continued.

Convergence analysis of pain changes on brain wave and autonomic nervous system after intervention for delayed onset muscle soreness (지연성근육통 중재 후 통증의 변화가 뇌파와 자율신경계에 미치는 융합적 분석)

  • Kim, Kyung-Yoon;Bae, Seahyun
    • Journal of the Korea Convergence Society
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    • v.12 no.2
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    • pp.61-66
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    • 2021
  • This study aimed to investigate the effect of changes in pain on the autonomic nervous system and brain waves after inducing delayed-onset muscle soreness(DOMS). Based on voluntary participation, 28 participants with induced-DOMS were randomly divided into control(non-treatment, n=14) and experiment groups(transcutaneous electrical nerve stimulation (TENS) and kinesio taping, n=14). Intervention was performed from first day to fifth days after the onset of DOMS. Measurements were performed using the Visual Analogue Scale(VAS), Heart Rate Variability(HRV), and brain wave before DOMS induction, 24 hours after, fifth day after, and eighth day after. According to the study results, when DOMS occurred, the activity of the sympathetic nervous system was increased or the activity of the parasympathetic nervous system was suppressed, and reduction of pain due to interventions showed the opposite activity. A decreased in alpha was seen during pain, but was not significant. These results will help develop and study pain management and treatment strategies.

The Effects of Belly Button Healing on EEG Activity in high school students (배꼽힐링(Belly Button Healing) 프로그램이 고등학생의 뇌파 활성도에 미치는 영향)

  • Shin, Jae-Han;Kang, Hojung;An, Seung Chan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.374-382
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    • 2017
  • The aim of this study was to evaluate the effectiveness of belly button healing by measuring the EEG activity after developing and applying belly button healing to high school students. This study was conducted on 19 high school students (8 boys and 11 girls). The students who participated in this study underwent belly button healing for about 5 minutes twice per daily (morning and evening) for 2 weeks. In this experiment, an electroencephalogram (EEG) of the subject was measured in a state of arousal and steady state and the change in EEG was observed during the stroop task. Subsequently, belly button healing was performed for about 5 minutes with a one minute break and the same procedure was then repeated. As a result of the study, the reduction of the M-Beta wave, H-Beta wave and Gamma wave was lower compared to the arousal state due to the navel healing program. The reduction of the Alpha wave and SMR wave also was decreased compared to the steady state by the navel healing program. This suggests that belly button healing has improved the concentration, immersion, and psychological stability of the subjects in stress situations. This is consistent with the participants' interviews after the research. The conclusions of this study are as follows. First, because belly button healing is effective in relieving stress in high school students, such a program will be needed for students who are experiencing academic stress. Second, because belly button healing can help increase high school students' concentration, it is recommended to implement belly button healing before addressing certain complex or difficult tasks.

Preliminary Study of Gender-Based Brain Lateralization Using Multi-Channel Near-Infrared Spectroscopy

  • V, Zephaniah Phillips;Kim, Evgenii;Kim, Jae Gwan
    • Journal of the Optical Society of Korea
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    • v.19 no.3
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    • pp.284-296
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    • 2015
  • It has been thought that males tend to use their brain hemispheres more laterally than females. However, recent fMRI studies have shown that there may be no difference in brain lateralization between genders. Functional near-infrared spectroscopy (fNIRS) presents a unique opportunity to acquire real time measurements of blood oxygenation changes to observe neural activity specific to the brain's left and right hemispheres. Using an in-house built multichannel fNIRS system, brain lateralization was observed from seven males and four females according to specially designed tasks for left and right hemisphere activation. The Pearson correlation coefficient and a modified Lateralization Index metric for continuous wave fNIRS systems were calculated to quantify brain lateralization. The preliminary results point to no significant difference in lateral hemodynamic changes between the genders. However, the correlation of symmetrical channel pairs decreased as the experiments progressed. To further develop this study, the subject's performance and the removal of global interference must be implemented for an improved study of brain lateralization.

A Study on the Effects of Electromagnetic Wave on Human Body - The Variation of Electroencephalogram by Blocking Electromagnetic Wave Materials and Aural Stimuli - (전자파가 인체에 미치는 영향 - 전자파 차폐소재와 청각자극에 나타난 뇌파전위의 변화 -)

  • Lee, Su-Jeong;Lee, Tae-Il
    • Fashion & Textile Research Journal
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    • v.6 no.4
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    • pp.503-510
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    • 2004
  • The study is one of fundamental researches for the development of future smart clothing and textile products with blocking properties from electromagnetic waves by analyzing human physical symptoms in using electromagnetic products in such an environments. Among various textiles in the experiment, nano silver has shown the best blocking performance from electromagnetic waves, which decreases depending on the distance. The power spectrum distribution and the incidence of electroencephalogram between blocking materials and aural stimuli has shown that, ${\beta}$, wave appeared to be active in all channels except for $T_4$, whereas all waves appeared with processed materials and especially with nano silver silk(NSS), ${\alpha}$, ${\beta}$, ${\theta}$, ${\gamma}$ waves appeared active in all regions. As for the brain mapping of ${\alpha}$ wave according to time, there found a strong activity in $P_3$, $P_4$ of the parietal lobe, with all materials on all time regions. With silk nylon metal(SNM) and NSS, it appeared strong in $F_3$, $F_4$ as well. As for ${\beta}$, wave, the activity appeared strong in frontal lobe before 7min. 30sec, where it tends to diminish abruptly in 7min. 30sec. to 13min. 30sec. region. After 13min., it regained gradually. With NSS, it appeared strong in all areas except for the farthest $T_4$. The appearance of ${\nu}$ wave can be deduced as it can affect human body with its toxic property while the silver particles become nano-sized. Therefore, the study conducted with human participants requires a proper particle size of it which would not penetrate cellular tissues and a proper binder and binding treatment for it, to prevent the physical fatigues and the potential diseases. However, it is highly required for back-up researches to verify various aspects in applying nano silver to textile products.

An Analysis of the EEG Activity Between Gifted and Average Student in Problem Solving Process (문제 해결과정에서 과학 영재아와 일반아의 뇌파 활성 분석)

  • Lim, Jaekeun;Kwon, Sukwon
    • Journal of Science Education
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    • v.34 no.1
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    • pp.113-123
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    • 2010
  • The purpose of this study is to survey its characteristics through analyzing brain-wave activity in the scientifically-gifted and general children in the problem-solving process. The subjects of this study were 6 elementary school students, who are attending the institute of education for the gifted belonging to the regional office of education and 6 general children in the same region. The analysis was performed targeting total 12 people. As the task for measuring brain wave is Hanio tower, it is the effective task of researching into the problem-solving process. As the equipment of measuring brain wave is EEG System, it used equipment that was developed in Australia. The analysis of data was minimized noise. As a result of research, the gifted children are excellent in stable level compared to general people in a stable situation with opening the eyes, thereby being able to be known to be high in preparatory level for learning. This can be seen to be indicated as a result that the effect of learning is excellent due to being high in preparatory level for solving problem. Also, even in the process of performing task, the brain-activity level in the gifted children is high, thereby having been able to know that ${\alpha}-wave$ is formed that is significantly high in the regions of frontal lobe and occipital lobe. Accordingly, given developing task that is high in brain activity level of the gifted children, the higher educational effect will be able to be expected.

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The effect of agarwood inhalation using an electric incense burner on stress and brain waves (전기향로를 이용한 침향 흡입이 스트레스와 뇌파에 미치는 영향)

  • Park, Hyun-Duck;Weon, Hee Wook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.3
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    • pp.536-545
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    • 2021
  • This study was conducted to investigate the effect of agarwood (Thymelaeaceae) inhalation using an electric incense burner on stress and brain waves. Sixteen participants were included in the study during the period from September 2019 to April 2020. Participant recruitment was undertaken by the 'H' center. This paper focused on stress reduction and compared the differences in stress and brain waves before and after agarwood inhalation using an electric incense burner. Electroencephalography was measured by a 19 Channel, Brainmaster Discovery, and analyzed using a NeuroGuide, LORETA (Brain Mapping). The analysis of technical statistics was carried out using SPSS/WIN 21.0 and the Wilcoxon signed-rank test. The study observed that the stress response index was reduced by a significance level of 0.01 in patients with anxiety, depression, and somatization disorders after agarwood inhalation. Secondly, alpha waves were increased by a significance level of 0.05, in 18 out of 19 regions measured, except FP 1. The difference after agarwood inhalation was the most significant in the region that affects emotion. Thirdly, a LORETA analysis found that alpha waves were increased in the brain region (BA 40) predominantly responsible for memory and emotion. This result clarifies that agarwood inhalation using an electric incense burner reduced stress and had a positive effect on brain waves and hence, has potential as an alternative therapy.

An EEG Encryption Scheme for Authentication System based on Brain Wave (뇌파 기반의 인증시스템을 위한 EEG 암호화 기법)

  • Kim, Jung-Sook;Chung, Jang-Young
    • Journal of Korea Multimedia Society
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    • v.18 no.3
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    • pp.330-338
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    • 2015
  • Gradually increasing the value of the technology, the techniques of the various security systems to protect the core technology have been developed. The proposed security scheme, which uses both a Password and the various devices, is always open by malicious user. In order to solve that problem, the biometric authentication systems are introduced but they have a problem which is the secondary damage to the user. So, the authentication methods using EEG(Electroencephalography) signals were developed. However, the size of EEG signals is big and it cause a lot of problems for the real-time authentication. And the encryption method is necessary. In this paper, we proposed an efficient real-time authentication system applied encryption scheme with junk data using chaos map on the EEG signals.