• Title/Summary/Keyword: Attention Concentration

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Extraction and classification of tempo stimuli from electroencephalography recordings using convolutional recurrent attention model

  • Lee, Gi Yong;Kim, Min-Soo;Kim, Hyoung-Gook
    • ETRI Journal
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    • v.43 no.6
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    • pp.1081-1092
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    • 2021
  • Electroencephalography (EEG) recordings taken during the perception of music tempo contain information that estimates the tempo of a music piece. If information about this tempo stimulus in EEG recordings can be extracted and classified, it can be effectively used to construct a music-based brain-computer interface. This study proposes a novel convolutional recurrent attention model (CRAM) to extract and classify features corresponding to tempo stimuli from EEG recordings of listeners who listened with concentration to the tempo of musics. The proposed CRAM is composed of six modules, namely, network inputs, two-dimensional convolutional bidirectional gated recurrent unit-based sample encoder, sample-level intuitive attention, segment encoder, segment-level intuitive attention, and softmax layer, to effectively model spatiotemporal features and improve the classification accuracy of tempo stimuli. To evaluate the proposed method's performance, we conducted experiments on two benchmark datasets. The proposed method achieves promising results, outperforming recent methods.

Different of Physical Activity Using Visual Stimulation Smart Device on Children's Athletic Ability and Attention Concentration (시각자극 스마트기기를 활용한 체육활동에 따른 유아의 운동능력과 주의 집중력의 차이)

  • Lim, DONG-HO;LEE, SO-MI
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.415-420
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    • 2018
  • The purpose of this study was to examine the effects of physical activity using visual stimulation smart devices on the athletic performance and attention - The conclusion is as follows. The physical activity using visual stimulation smart device was applied to the infant. The pre - and post - experiment results showed that the infants of the experimental group were higher than those of the control group. Specifically, the ability of the infant to participate in physical activity using the visual stimulation smart device was improved by sit-up bending and centering ability. Also, physical activity using visual stimulation smart device helped to improve attention of infants. In other words, it was confirmed that information and communication technology (ICT) and physical activity affect both physical and cognitive development of infants. Therefore, in order to improve the athletic ability and concentration of children more effectively, it is possible to maximize the educational effect by teaching the contents using various contents that can motivate the infant rather than the same teaching method.

Case Series Reporting 4 Cases of Attention Deficit Hyperactivity Disorder (ADHD) Treated with Galgeunhwangryeonhwanggeum-tang based on Disease Pattern Identification Diagnostic System by Shanghanlun (『상한론(傷寒論)』 변병진단체계(辨病診斷體系)에 근거하여 갈근황연황금탕(葛根黃連黃芩湯) 투여 후 호전된 성인, 소아 ADHD 4례)

  • Hyo-joong Yun;Min-hwan Kim;In-sun Doo;Sung-Jun Lee
    • 대한상한금궤의학회지
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    • v.15 no.1
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    • pp.85-115
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    • 2023
  • Objectives : This study reports on the cases of four ADHD patients who treated with herbal medication based on Disease Pattern Identification Diagnostic System (DPIDS). Methods : Two children and two adults were diagnosed with ADHD according to DSM-V, and Galgeunhwangryeonhwanggeum-tang was administered. The parents of the two children completed the Korean ADHD Rating Scale (K-ARS) before and after treatment, while the other patients used the Korean ADHD Self Rating Scale (K-ASRS). The patients' somatic symptoms and other issues were evaluated through interviews. Results : In the first case, the K-ARS scale exhibited a change from 28 to 3. The patient demonstrated improvements in attention, concentration, and social behavior, along with the elimination of self-injurious behavior. In the second case, the K-ARS scale showed a change from 41 to 9. The patient in the third case demonstrated improved chronic fatigue, increased attention, work efficiency, and enhanced social skills, leading to maintaining employment for over six months for the first time in their life after the treatments. Additionally, the patient in the fourth case demonstrated improved work concentration and relief in nocturia. Conclusions : In this study, four patients exhibited improvements in symptoms of attention deficit, hyperactivity, and impulsivity before and after herbal treatment, leading to enhanced academic and social relationships. As the patients progressed in their health restoration, symptoms related to the genitourinary system also showed improvement.

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Analysis on the Effects and Influences of Mindfulness Based Breathing and Body Scan for Elderly Women's Attentive Concentration (마음챙김 호흡과 신체이완이 여성노인의 주의집중력에 미치는 영향 분석)

  • Kim, Yun-Keum;Yi, Seon-Gyu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.173-179
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    • 2015
  • This study is analized with how Mindfulness Based Breathing and Body Scan influences to elderly women's attentive concentration measured by 2-channel system EEG(Electroencephalogram) which method is objectively and determinately. The subjects in this study are 60 aged over 65years of elderly women in K city, who were divided into two groups; such as 30 of the experimental group and 30 of the control group checked by EEG before and after the treatment. The study started from March to July in 2013. The treatment was conducted by ones a week, 60minutes a time for 16 weeks. The result in experimental group is indicated as followed. The Attention Quotient Lt(69.61/70.85, p<.024) showed higher score after treatment, and Attention Quotient Rate Lt(4.22/3.75, p<.037), Attention Quotient Rate Rt(4.29/3.70, p<.019) did show statistically lower score after treatment. Attention Quotient is shown attentive concentration and awareness in the brain. Therefore, Mindfulness Based Breathing and Body Scan is proved the value and efficiency for activating elderly women's attentive concentration by a way of practical using in neuroscience.

Effect of Color and Color Temperature on the Attention in the Residential Space by the Analysis of EEG and ECG (뇌파와 심전도 분석을 통한 색채와 색온도가 주거공간에서의 집중도에 미치는 영향)

  • Kim, Young Jung;Ji, Doo Hwan;Ryu, Young Jae;Kim, Sung Hyun;Seo, Sang Hyeok;Kwak, Seung Hyun;Kang, Jin Kyu;Min, Byung Chan
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.1
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    • pp.124-130
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    • 2017
  • This study is aimed to find out whether there is difference in the physiological change of a human body according to the illumination and color of interior space or not and to specify the effect of the condition of illumination and color, respectively on the attention. In order to do so, White and Green were selected for colors and 4,000k, 5,000k, and 6000k were done for color temperature, and then attention was identified. Examining the results, the more color temperature increased, the more attention improved (P < 0.05), and in the case of EEG, ${\alpha}$ wave decreased while performing the task of attention (P < 0.01), and ${\beta}$ wave decreased more in Green than White in color condition, and it increased more in 4,000k than 5,000k and 6,000k (p < 0.05) in color temperature condition. To sum up, color condition didn't contribute to the attention much, in the case of color temperature, when it is 6,000k, it is judged that it helped to improve attention. It is considered that relaxation contributed to improving attention, as ${\beta}$ wave and sympathetic nerve decreased in 6,000k (p < 0.05). It is judged that the relaxation of tensions which happened due to a beta wave and the reduction of sympathetic nervous system activity in 6,000k, a condition of high color temperature, contributed to the improvement of concentration. In further researches, it is intended that a test will be conducted for the subjects of different ages, and the correlation between color temperature and color stimulation and the influence of them on human body would be observed in subdivided, various test conditions through various color temperature and color stimulation.

Particulate matter concentration effects on attention to environmental issues: a cross-sectional study among residents in Korea's Pohang Industrial Complex

  • Hye-seung Ryu;Jea Chul Ha;Insung Chung;Seonhee Yang;Hyunjoo Kim;Sung-Deuk Choi
    • Annals of Occupational and Environmental Medicine
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    • v.35
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    • pp.31.1-31.10
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    • 2023
  • Background: With modernization, air pollution has become increasingly serious, and its effects on health have been revealed. As a result, public interest in environmental pollution has become critical for regulating air pollution. In our study, we aim to evaluate the impact of air pollution levels on public attention to environmental issues and examine whether awareness of the residential environment's impact on health acts as a mediator in this relationship. Methods: We conducted an analysis on 400 individuals surveyed in the preliminary feasibility study on adverse health effects in the Pohang Industrial Complex, to examine the relationship between particulate matter 2.5 (PM2.5) and attention to environmental issues. Logistic regression analysis was performed, and mediation analysis was used to determine whether awareness of the residential environment's impact on health mediated the relationship. Results: The logistic regression analysis results showed that PM2.5 levels were associated with attention to environmental issues (adjusted odds ratio [AOR]: 2.1; 95% confidence interval [CI]: 1.3-3.5; p = 0.003) and awareness of health impacts (AOR: 3.4; 95% CI: 1.6-7.1; p = 0.001). The PM2.5 levels showed 9.9% (95% CI: 5.4-14.0) increase in the prevalence of high attention to environmental issues, of which, only 1.0% (95% CI: 0.2-2.3) were mediated by health impact awareness. In the overall analysis, 10% of the total effect of PM2.5 on attention to environmental issues was mediated by health impact awareness. Conclusions: According to this study's results, there was a correlation between air pollution levels and attention to environmental issues. Awareness of the health impacts of air pollution partially mediated the effect of air pollution levels on attention to environmental issues. In future studies, it is recommended to identify other mediators to further understand this structure.

Evaluation of Attention and Relaxation Levels of Archers in Shooting Process using Brain Wave Signal Analysis Algorithms (뇌파 신호 분석 알고리즘을 이용한 양궁 슈팅 과정에 대한 집중력 및 긴장이완 수준 평가)

  • Lee, Koo-Hyoung
    • Science of Emotion and Sensibility
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    • v.12 no.3
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    • pp.341-350
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    • 2009
  • Archer's capability of attention and relaxation control during shooting process was evaluated using EEG technology. Attention and meditation algorithms were used to represent the levels of mental concentration and relaxation levels. Elite, mid-level, and novice archers were tested for short and long distance shootings in the archery field. Single channel EEG was recorded on the forehead (Fp1) during the shooting process, and attention and meditation levels were computed by real time. Four types of variations were defined based on the increasing and decreasing patterns of attention and meditation levels during shooting process. Elite archers showed increases in both attention and relaxation while mid-level archers showed increased attention but decreased relaxation. Elite archers also showed higher levels of attention at the release than mid-level and novice archers. Levels of attention and relaxation and their variation patterns were useful to categorize archers and to provide feedback in training.

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Role of oxytocin in improving the welfare of farm animals - A review

  • Chen, Siyu;Sato, Shusuke
    • Asian-Australasian Journal of Animal Sciences
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    • v.30 no.4
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    • pp.449-454
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    • 2017
  • Recently, increasing attention has been paid to the welfare of farm animals, which have been evaluated using behavioral and physiological measures. However, so far, the measures have almost always been used to estimate poor welfare. In this review, firstly we focus on how oxytocin (OT) relates to positive social behavior, pleasure, and stress tolerance, and second on which management factors stimulate OT release. OT induces maternal and affiliative behaviors and has an anti-stress effect. Further, OT is produced during enjoyable events, and has positive feedback on its own release as well. Therefore, to some extent, the relationship of OT to positive normal behavior was mutually beneficial-heightened OT concentration owing to comfortable rearing conditions induces positive social behavior, which in turn may increase OT concentration. Hence, studies on animal welfare should pay more attention to increasing comfort and the stress tolerance, rather than only focusing on when stress occurs in farm animals.

The Effects of Cognitive Language Intervention in a Subject with Conduction Aphasia: Case Study (인지적 접근을 이용한 언어중재가 전도성 실어증자의 언어 표현력에 미치는 영향: 사례 연구)

  • Lee, Ok-Bun;Kwon, Young-Ju;Jeong, Ok-Ran
    • Speech Sciences
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    • v.8 no.4
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    • pp.119-129
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    • 2001
  • Language is one aspect of cognition, along with attention and concentration, learning and memory, visuospatial abilities, and executive function. The purpose of this study was to determine the effect of language intervention by cognitive approach on language expressive performance in a patient with conduction aphasia. This study used several tasks such as Attention and concentration task, visual memory tasks, memory tasks, categorization, divergent thinking, self-monitoring and evaluate thinking. The effects of treatment were evaluated by periodic probing of both trained and untrained familiar words in three tasks; picture naming, answering to questions and telling stories. The results showed improvements both in trained and untrained words. Therefore, we concluded that expressive language performance of this aphasic patient is amenable to this intervention, and that cognitive therapy approach can be useful.

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Implement Concentration Neuro-Feedback Game using Gun-Shooting Game (건-슈팅 게임을 응용한 집중력 뉴로피드백 게임 구현)

  • Kim, Hyung-Min;Lee, Daniel-Juhun;Park, So-Youn;Kim, Seong-Kweon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.2
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    • pp.285-290
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    • 2020
  • Neuro-feedback is a technology that can identify your brain state and you can intentionally change your brain state. People with attention deficit and hyperactivity disorder need this technology but existing neuro-feedback training has a problem, which is not interesting and maintains a static state for a long time. In this paper, we proposed and implemented a neuro-feedback game that combines neuro-feedback and gun-shooting games to enhance concentration training. The neuro-feedback game has been implemented with the design of EEG measurement system, game controller and gamesoft. We hope that this study will be useful for people suffering from attention deficit and hyperactivity disorder.