• 제목/요약/키워드: the brain power

검색결과 301건 처리시간 0.023초

Behavior Analysis of Evolved Neural Network based on Cellular Automata

  • Song, Geum-Beom;Cho, Sung-Bae
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1998년도 The Third Asian Fuzzy Systems Symposium
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    • pp.181-184
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    • 1998
  • CAM-Brain is a model to develop neural networks based in cellular automata by evolution, and finally aims at a model as and artificial brain,. In order to show the feasibility of evolutionary engineering to develop an artificial brain we have attempted to evolve a module of CAM-Brain for the problem to control a mobile robot, In this paper, we present some recent results obtained by analyzing the behaviors of the evolved neural module. Several experiments reveal a couple of problems that should be solved when CAM-Brain evolves to control a mobile robot. so that some modification of the original model is proposed to solve them. The modified CAM-Brain has evolved to behave well in a simulated environment, and a thorough analysis proves the power of evolution.

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뇌 삽입형 신경 접속 마이크로 시스템의 구현상 이슈 (Implementation Issues in Brain Implantable Neural Interface Microsystem)

  • 송윤규
    • 전자공학회논문지
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    • 제50권4호
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    • pp.229-235
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    • 2013
  • 본 논문은 최근 활발하게 연구되고 있는 뇌-기계 접속을 위한 완전 삽입형 마이크로 시스템의 구현에 있어서 중요한 이슈들을 고찰한다. 현재까지의 과학 기술적 연구는 신경 신호 증폭기, 무선 신호 전송 등 주로 고성능 저전력 전자기기 및 시스템을 구현하는데 집중되어 왔으나, 마이크로 시스템의 실제적인 응용은 전자 기기의 특성뿐만 아니라 밀봉 구조의 디자인에서 뇌의 생리 해부학적 특성에 이르기까지 여러 가지 요인에 의해 영향을 받게 된다. 본 논문은 특히 뇌 삽입형 마이크로 시스템의 실질적인 구현에 결정적인 영향을 주는 시스템 발열의 영향, 신경 프로브의 감지 부피, 무선 데이터 전송 및 전력 전달, 그리고 뇌의 생리 해부학적인 고려 요인에 대해 논의한다.

EEG Fast Beta Sub-band Power and Frontal Alpha Asymmetry under Cognitive Stress

  • Sohn, Jin-Hun;Park, Mi-Kyung;Park, Ji-Yeon;Lee, Kyung-Hwa
    • 한국감성과학회:학술대회논문집
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    • 한국감성과학회 2001년도 춘계학술대회 논문집
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    • pp.225-230
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    • 2001
  • Intensity of background noise is a factor significantly affecting both subjective evaluation of experienced stress level and associated electroencephalographic (EEG) responses during mental load in noisy environments. In the study on 27 subjects we analyzed the influence of the background white noise (WN) intensity on psychophysiological responses during a word recognition test. Electrocortical activity were recorded during baseline resting state and 40 s long performance on 3 similar Korean word recognition tests with different intensities of background WN (55, 70 and 85 dB).. An important finding in terms of physiological reactivity was similarity of all physiological response profiles between 55 and 70dB WN, i.e., none of physiological variables differentiated the two conditions, while 85dB WN resulted in a significantly different profile of reactions (higher fast beta power in EEG spectra). This condition was characterized by highest subjective rating of experienced stress, had more fast beta activity and had tendency of right hemisphere dominance, emphasizing the role of brain lateralization in negative affect control.

BCI 기반 로봇 손 제어를 위한 악력 변화에 따른 EEG 분석 (EEG Analysis Following Change in Hand Grip Force Level for BCI Based Robot Arm Force Control)

  • 김동은;이태주;박승민;고광은;심귀보
    • 한국지능시스템학회논문지
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    • 제23권2호
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    • pp.172-177
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    • 2013
  • BCI (Brain Computer Interface)는 인간의 뇌에서 측정된 EEG (Electroencephalogram)를 활용하여 의수와 같은 기기를 조종할 수 있는 좋은 방법 중 하나이다. 본 논문에서는 EEG와 힘과의 관계를 알아보고자 최대수축악력 (MVC)의 25%, 50%, 75%로 3개의 등급으로 나누어 EEG 변화를 측정하였다. 얻어진 EEG data를 FFT와 power spectrum analysis로 ${\alpha}$, ${\beta}$, ${\gamma}$파로 나누어 각 파형의 파워 값을 구한 뒤, 구해진 EEG 파워 값을 PCA와 LDA를 사용하여 특징 추출 및 분류를 하였다. 실험 결과 25%의 악력을 가할 때 보다 75%의 악력 때 더 높은 EEG 파워의 증가를 확인하였고, 왼손과 오른손은 각각 52.03%와 77.7%의 분류율을 나타내었다.

Designing an Emotional Intelligent Controller for IPFC to Improve the Transient Stability Based on Energy Function

  • Jafari, Ehsan;Marjanian, Ali;Solaymani, Soodabeh;Shahgholian, Ghazanfar
    • Journal of Electrical Engineering and Technology
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    • 제8권3호
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    • pp.478-489
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    • 2013
  • The controllability and stability of power systems can be increased by Flexible AC Transmission Devices (FACTs). One of the FACTs devices is Interline Power-Flow Controller (IPFC) by which the voltage stability, dynamic stability and transient stability of power systems can be improved. In the present paper, the convenient operation and control of IPFC for transient stability improvement are considered. Considering that the system's Lyapunov energy function is a relevant tool to study the stability affair. IPFC energy function optimization has been used in order to access the maximum of transient stability margin. In order to control IPFC, a Brain Emotional Learning Based Intelligent Controller (BELBIC) and PI controller have been used. The utilization of the new controller is based on the emotion-processing mechanism in the brain and is essentially an action selection, which is based on sensory inputs and emotional cues. This intelligent control is based on the limbic system of the mammalian brain. Simulation confirms the ability of BELBIC controller compared with conventional PI controller. The designing results have been studied by the simulation of a single-machine system with infinite bus (SMIB) and another standard 9-buses system (Anderson and Fouad, 1977).

마인드 맵 기법 적용을 통한 개념의 확산이 수학적 힘의 강화에 미치는 영향 (Effect on the Mathematics Power by diffusing of concept through the Mind Map)

  • 류창원;박기석
    • 한국학교수학회논문집
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    • 제3권1호
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    • pp.17-30
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    • 2000
  • This study is for finding out if using the method "Mind Map" in the section "function" during the math class affects on the disposition and solving problems of the students or not The study has found the following results: 1. The chains of concepts has formed by using both right brain and left brain in the students′ notebooks. 2. The power of math in the ability of solving problems has been strengthened.

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Body Height Effect on Brain Volumes in Youth Decreases in Old Age in Koreans

  • Koh, In-Song
    • Interdisciplinary Bio Central
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    • 제3권3호
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    • pp.11.1-11.5
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    • 2011
  • The MRI (magnetic resonance imaging) volumetric analysis of the brain was performed in 59 healthy elderly Koreans (aged 62-76 years; 34 male, 25 female) to investigate whether the previously reported significant correlations between body height and brain volumes in the young aged Koreans (20's) still exist in the old aged Koreans (60's and 70's). Unlike previously reported significant correlations in the young aged Koreans, neither the correlation between whole brain volume and body height in male nor the correlation between cerebellar volume and body height in female show any significance in the old aged Koreans. The significant correlation between body height and whole brain volume was still observed when both male and female data were combined (r=0.27, P<0.05), but the correlation coef-ficient and the level of significance markedly decreased from those of previously reported Korean youth data (r=0.67, P<0.01). Simple linear regression analysis shows decrease of explanatory power of height (measured in $r^2$) from 44% in the youth group to 7% in the old age group on the variance of whole brain volume. Multiple linear regression analysis shows that age and sex, rather than height, are major explanatory variables for whole brain volume in the old aged Koreans. The loss of correlations in the aged group is suspected to be mainly due to age related brain volume changes.

Effect of Sensory Stimulation Type on Brain Activity in Elderly Persons with Mild Cognitive Impairment

  • Koo, Japung;Hwang, Hyunsook
    • 국제물리치료학회지
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    • 제10권1호
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    • pp.1700-1705
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    • 2019
  • Background: Mild cognitive impairment (MCI) is also called as aging related memory damage. Decreased cognitive function due to aging is known to be associated with the frontal lobe. Alpha wave is generated in the dominance in the frontal lobe or a wide range of regions in the brain, it should be doubted that the brain function might be degraded. Objective: To determine the effect of sensory stimulation type on learning and brain activity pattern of elderly persons with MCI. Design: Randomized Controlled Trial (single blind) Methods: Twenty elderly persons aged more than 65 with MCI were randonmized to simultaneous visual/auditory stimulation group (SVASG) and or auditory stimulation group (ASG). Ten peoples were assigned to each group and lectroencephalogram test was performed to individuals. In the electroencephalogram test, electroencephalography of prior to sensory stimulation, and during sensory stimulation were measured to compare brain activity pattern according to the study groups and measurement period. Results: The relative alpha power due to a sensory stimulation type showed that the SVASG significantly decreased in the left frontal lobe and the left parietal lobe statistically compared to those of the ASG while sensory stimulation was given (p<.05). The relative beta power due to a sensory stimulation type showed that the SVASG significantly increased in the left and right frontal lobes, the left and right parietal lobes, and the left temporal lobe statistically compared to those of the ASG while sensory stimulation was given (p<.05). Conclusions: Electroencephalographic analysis showed that the type of sensory stimulation can affect the brain activity pattern. However, the effects were not studied that which brain activity pattern help to improved cognitive function of elderly persons with mild cognitive impairment.

뇌파데이터 기반의 디바이스 제어 시스템 (Device Control System based on Brain Wave Data)

  • 이소현;이예정;이석철;서정욱
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2016년도 추계학술대회
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    • pp.813-815
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    • 2016
  • 본 논문에서는 뇌파데이터를 기반으로 한 디바이스 제어 시스템을 구현한다. Brain-Computer Interface(BCI) 기술은 언어나 신체의 동작을 거치지 않고 직접 시스템에 전달할 수 있다. 상태의 변화에 따른 뇌파를 실시간으로 감지하여 디바이스를 제어함으로써 움직임이 불편한 장애인이나 수험생, 멀티태스킹이 필요한 사람 등 다양한 서비스 대상자에게 편리한 생활을 할 수 있도록 도와준다. 또한, 홈 디바이스 제어 시스템 등 응용서비스를 개발할 수 있다. 이를 위해 논문에서 구현한 디바이스 제어 시스템은 뇌파 측정 헤드셋으로부터 수집된 데이터를 기반으로 사용자의 스마트폰과 연동하여 전원 및 오디오를 제어한다. 집중도에 의해 전원 ON/OFF 동작을 제어하고, 명상도와 눈 깜빡임에 의해 오디오를 제어하는 서비스 기능을 지원한다. 실험실 테스트를 통해 뇌파데이터를 이용한 디바이스 제어가 성공적으로 동작되는 것을 확인하였다.

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사상의학(四象醫學)에 나타난 성정(性情)의 개념과 뇌(腦)와의 상관성에 관한 고찰 (A Study on the correlation between Sung-Jung' concept of Sasang Constitutional Medicine and Brain)

  • 김종원;설유경
    • 사상체질의학회지
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    • 제12권2호
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    • pp.17-33
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    • 2000
  • Purpose of this study is to investigate the correlation between Sung-Jung' concept of Sasang Constitutional Medicine and Brain. So, After studying the meaning of Sung-Jung' concept of Sasang Constitutional Medicine, I made a comparative study through the structure, function, development of Brain. The conclusions were as follows. 1. Human's brain acts a rational, control his actions. and It manage human body's physiology and pathology. and It perceive his surroundings, express his emotion through comprehension, synthesis, judgement about information from various fields. and It's abnormality bring about a spiritual, bodily injury. Therefore, human's brain have many correlation with Sung-Jung' concept of Sasang Constitutional Medicine. 2. Neocortex' function have many correlation with Sung' concept of Hearing-Sight-Smell-Taste (聽視嗅味=sensation=a highly mental capacity) through Ear-Eye-Nose-Mouse(耳目鼻?). 3. Limbic-system'function have many correlation with Jung' concept of Sorrow-Anger-Pleasure-Joy(哀怒喜榮=emotion) through Lung-Spleen-Liver-Kidney(肺脾肝腎) 4. Brain-stem' function have many correlation with vitalistic concept through Qui of Sorrow - Anger - Pleasure - Joy(哀怒喜樂之氣)' rise and fall. 5. Relation of emotions and diseases through Limbic system and Autonomic nervous system have many correlation with relation of Sung-Jung and diseases of Sasang Constitutional Medicine 6. Left-hemisphere' function that has superior power of verbal, analysis, logicality, consideration have many correlation with tendency of Soeumin and Taeumin. and Right-hemisphere' function that has superior power of emotion, non-verbal, imagination, spatial perception have many correlation with tendency of Soyangin and Taeyangin.

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