• Title/Summary/Keyword: EEG Analysis

Search Result 887, Processing Time 0.024 seconds

The Feacture Extraction of Background EEG in the Time Domain by LS Prony Method. (LS Prony에 의한 시간영역에서의 배경뇌파 특징추출)

  • Ju, Dae-Seong;Hwang, Su-Yong;Choe, Gap-Seok
    • Journal of Biomedical Engineering Research
    • /
    • v.10 no.2
    • /
    • pp.131-138
    • /
    • 1989
  • In this paper the feature of background EEG is extracted by LS Prony Method for the analysis of background EEG in the time domain. Autocorrelation leg estimates are not required with the LS Prony method. The Prony method is required any the solution of two serfs of simultaneous linear equation and a polynominal rooting. That the optimal order of this model is the 6-th order is determined by using Akaike' s Information Criterial test. From the experimential results the alpha band amplitude is the largest among alpha band beta band theta band delta band and beta band amplitude is larger than that of the delta band and theta band. The sustained time for the alph a band, the beta band, the delta band and the theta band is 2, 3461 (sec), 0.6490(sec), 0.3120(sec), 0.7046(sec) respectively. Consequenty the alpha band is maintained in the whole subjects, the beta band, the delta band, the theta band are existed intermittently in each subjects.

  • PDF

Analytical model of EEG by statistical mechanics of neocortical interaction

  • Park, J.M.;M.C. Whang;B.H. Bae;Kim, S.Y.;Kim, C.J.
    • Proceedings of the ESK Conference
    • /
    • 1997.04a
    • /
    • pp.165-175
    • /
    • 1997
  • Brain potential is described by using Euler Lagrange equation derived from Lagrangian based on SMNI(Statistical Mechanics of Neocortical Interaction). It is assumed that excitatory neuron firing is amplitude-modulated dominantly by the sum of two modes of frequency ${\omega}and 2 {\omega}$ . Time series of this neuron firing is numerically calculated. $I_{L}$related to low frequency distribution of power spectrum, $I_{H}$high frequency, and S(standard deviation) are introduced for the effective extraction of the dynamic property in this simulated brain potential. $I_{L}$,$I_{H}$, and S are obtained from EEG of 4 persons in rest state and are compared with thoretical results. It is of importance in various fields related to human well-being such as comfort-pursued industrial design, psychology, medicine to characterize human emotional states by EEG analysis. The pleasant and unpleasant sensation among various emotional states would be demonstrated to be determined in terms of ${\epsilon}$ and ${\gamma}$ parameters estimated by the simulated $I_{L}$-$I_{H}$-S relations.

  • PDF

Whether Alzheimer's Disease is Responsive to a Single Oral Dose of Donepezil and this Response is Predictive Factor in Alzheimer's Disease (일회 Donepezil 투약이 알쯔하이머병 환자에 미치는 영향 및 반응군 예측 인자로서의 가능성)

  • Kwak, Yong-Tae;Yang, Young-Soon;Noh, Yong-Woo
    • Korean Journal of Biological Psychiatry
    • /
    • v.18 no.1
    • /
    • pp.36-45
    • /
    • 2011
  • Objectives : Though a proportion of Alzheimer's disease(AD) patients treated with donepezil have shown positive response on cognition, but the responders' characteristics are still uncertain. This study attempts to identify whether a single oral dose of donepezil(5mg) can change cognition and the relationship between single dose responder items and long-term responder are examined. Methods : Twenty-three AD patients for single donepezil challenge study group and eleven AD patients for controls were participated in the study. Seven days after baseline study for neuropsychological test and EEG, same studies were rechecked after donepezil medication in study group. In donepezil study groups, 12 weeks after donepezil medication, neuropsychological test and EEG were rechecked. Results : After single donepezil challenge, forward digit span, Rey-Osterrieth Complex Figure Test copy, SVLT delayed recall were significantly improved, and beta spectra power in anterior, theta spectra power in posterior field were significantly decreased. According to linear regression analysis, forward digit span after single donepezil challenge was significantly positive correlated with long-term responders. Conclusions : This study suggests that single donepezil medication can significantly change cognitive functions and EEG in AD patients. Among these responsive items, forward digit span was significantly correlated with long-term responder.

Evaluation of Thermal Comfort for the Vertical Room Air Temperature Difference and for the Control of Air Stream based on Physiological Signal Analysis (실내 상하온도차와 기류방식 제어에 따른 온열쾌적성 평가를 위한 생리신호분석)

  • 이낙법;임재중;배동석;금종수;최호선;이구형
    • Science of Emotion and Sensibility
    • /
    • v.2 no.1
    • /
    • pp.147-155
    • /
    • 1999
  • 온열쾌적감에 영향을 주는 중요한 요인들로는 온도, 습도, 기류 등의 물리적 요인과 성별이나 체질 등 뿐만 아니라 온열환경에서 느끼는 인간의 감성적인 측면도 요인으로 작용한다. 본 연구에서는 여러 가지 온열 환경 중에서 실내의 상하온도차와 기류방식의 제어에 따른 생체반응의 변화, 및 감성의 변화를 관찰하여 온열환경에 따른 인간의 온열쾌적감을 평가하기 위해 생리신호를 측정, 분석하였다. 인간에게 가장 쾌적함을 주는 최적의 실내 상하온도차와 기류제어방식을 구현하기 위한 평가방법으로 MST(mean skin temperature)분석 및 HRV(heart rate variability) 분석과 EEG 주파수 스펙트럼 분석을 시행하였다. 그 결과 실내의 상하온도차는 23$^{\circ}C$의 머리부위 온도에서 발 부위와의 온도차가 -3$^{\circ}C$일 때 가장 쾌적한 조건으로 나타났고, 기류제어방식은 감성기류조건에서 가장 쾌적함을 보였다. 본 연구를 통해 실내의 상하온도차와 기류방식에 대한 온열환경의 쾌적조건을 설정하였고, HRV 분석과 EEG의 주파수 분석이 주판신소설문평가와 유의한 결과를 나타내어 이러한 생리신호의 분석이 인간의 감성적 측면을 고려한 온열쾌적성을 펑가하는데 보다 객관적이고 신뢰성 있는 평가지표로 이용될 수 있음을 제시하였다.

  • PDF

The Effect of Cold Air Stimulation on Electroencephalogram and Electrocardiogram during the Driver's Drowsiness (운전자 졸음시 냉풍 자극이 뇌파 및 심전도 반응에 미치는 영향)

  • Kim, Minsoo;Kim, Donggyu;Park, Jongil;Kum, Jongsoo
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
    • /
    • v.29 no.3
    • /
    • pp.134-141
    • /
    • 2017
  • The purpose of this study was to analyze physiological changes via a cold air reaction experiment to generate basic data that are useful for the development of an automobile active air conditioning system to prevent drowsiness. The $CO_2$ concentration causing drowsiness in vehicle operation was kept below a certain level. Air was blown to the driver's face by using an indoor air cooling apparatus. Sleepiness and the arousal state of the driver in cold wind were measured by physiological signals. It was evident in the EEG that alpha waves decreased and beta waves increased, caused by cold air stimulation. The ${\alpha}/{\beta}$ ratio was reduced by about 52.9% and an alert state confirmed. In the electrocardiogram analysis, the efficiency of cold air stimulation was confirmed by the mean heart rate interval change. The R-R interval had a delay time of about one minute compared to the EEG response. The findings confirmed an arousal effect from sleepiness due to cold air stimulation.

Differences of EEG Activation in Mirror Neuron System during Action Observation for Occupation-based, Purposeful Activity, Preparatory Method in adult subjects (일반 성인의 작업과 활동의 중재 형태에 대한 행위 관찰 시 거울신경세포 시스템의 EEG 활성도 차이)

  • Ko, Hyo-Eun;Yun, Tae-Won;Chung, Hyun-Ae
    • PNF and Movement
    • /
    • v.13 no.1
    • /
    • pp.17-23
    • /
    • 2015
  • Purpose: This study aims to identify changes in the mirror neuron system in normal people through mu rhythm during action observation of occupation-based intervention, purposeful activity and prepare a method of intervention form of occupation using occupation and activity. Methods: TThis study aims to identify changes in the mirror neuron system in normal people through mu rhythm during action observation of occupation-based intervention, purposeful activity and prepare a method of intervention form of occupation using occupation and activity. The activation of the mirror neuron system was compaired among 3 condition by oneway ANOVA. Results: The result of analysis showed mu suppression in all conditions. Although all conditions showed mu suppression, there was no significant difference among the conditions. Conclusion: The results suggest that the mirror neuron system is activated during action observation to be able to occupational therapy but the mirror neuron system is not separately activated among the conditions.

Measurement of EEG and Analysis of Stress Change in Space Using Virtual Reality - Focus on the Hitler's residence - (가상현실을 활용한 공간에서의 뇌파 측정과 스트레스 변화량 분석 - 히틀러 총통관저를 중심으로 -)

  • Kim, Sun-Uk;Kang, Se-Yeon;Ji, Seung-Yeul;Jun, Han-Jong
    • Journal of the Architectural Institute of Korea Planning & Design
    • /
    • v.35 no.8
    • /
    • pp.73-79
    • /
    • 2019
  • The purpose of this study is to analyze the stress variation according to Hitler's residence using EEG data. Hitler's residence, one of the most monumental buildings, is designed as a grand and overbearing space, giving the visitor a sense of psychological pressure when moving from a high space to low space. Based on the above background, this paper constructs Hitler's residence using virtual reality and measure the changes of the beta waves which are known to be related with stress when the floor level moves from high to low space in Hitler's residence built in virtual space. The results of the experiment are as follows; when moving from high to low space, the subjects' stress was high and at the same time brain waves variation was increased greatly due to changes in space.

Antiepileptic Therapy for Latent Epilepsy (잠복성 간질에 대한 항간제 투여의 뇌파상 효과)

  • Park, Choong-Sub;Byun, Yung-Joo;Ha, Jung-Sang
    • Journal of Yeungnam Medical Science
    • /
    • v.2 no.1
    • /
    • pp.71-75
    • /
    • 1985
  • The clinical state with EEG pattern similar to interval discharge of epileptics is named as latent epilepsy, which does not necessarily mean that the patient will develop epilepsy later. However, since there is possibility of developing epilepsy on later date, antiepileptic mainly dilantin was tried to control the abnormal EEG. Since January to October 1985, total 580 headache sases with more than moderately abnormal EEG Visited the Neurology clinic. Among them 162 cases with interval seizure pattern (ISP) of epilepsy were selected for the study. The main ISP was 1. diffuse theta and/or delta bursts and 2. spikes. Since the study is only analysis of clinical treatment of 162 cases Without previous planning based on financial aid, about 30% of the patients did not return after the 1st EEG examination, in 42% failed to follow the EEG after the treatment and only remaining 28% of the cases were studied. Among 29 patients who were treated with Dilantin 100mg tid po, 16 improved and 13 not. Of the 13, 4 showed partial Improvement and partial progression. Case 1. In 4 weeks of antiepileptic the ray (AR), spikes disappeared but in 2 months developed bursts. Case 2. In 17days of AR, spikes and bursts disappeared but in 3 months bursts reccured. Case 3. In 1 week of AR, bursts disappeared but spikes developed. Case 4. In 3 months of AR, no change of spikes and bursts and she discontinued the AR. In 6 months she developed grandmal seizure. Eighteen cases, treated with other drugs except antiepileptics, all showed improvement. The other drugs were vincaprol, polygammalon, aronamin, ATP and hydergine. The improved cases had spikes more often than theta bursts. In view of the small number of the cases due to dropping most patients out of present study, it is considered meaningless to perform statistical analysis. Further well planned study With more patients is to be expected.

  • PDF

Analysis stages of anesthesia with Bispectrum Coherence and DFA algorithm of the EEG (뇌파신호의 바이스펙트럼 Coherence와 DFA 알고리듬을 이용한 마취단계 분석)

  • Ye, Soo-young;Eum, Sang-hee
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.19 no.6
    • /
    • pp.1471-1476
    • /
    • 2015
  • Due to the anesthesia process is inappropriate on the operation, awakening state was appeared. To prevent the state, it is necessary to monitor the patients by measuring the depth of anesthesia. In this study, we investigate the possibility of the development of actual surgery available quantitative indicators. The DFA which is included the correlation property of the EEG is used to analysis the depth of anesthesia and bispctrum index. In the results, at the pre-operation, the peak of bispectrum was widely distributed, DFA value was decreased. At the during operation, bispectrum was concentrically appeared in the low frequency area. At the post operation, bispectrum and DFA was both returned to the pre-operation state. We confirmed to be close correlation between the peaks of the bispectrum and DFA value.

Correlation Analysis between Integrated Stress Responses and EEG Signals of Construction Workers (건설근로자의 통합적 스트레스 반응과 뇌파신호의 상관관계 분석)

  • Lee, Su-Jin;Lim, Cha-Yeon;Park, Young-Jun
    • Journal of the Korea Institute of Building Construction
    • /
    • v.20 no.1
    • /
    • pp.93-102
    • /
    • 2020
  • The purpose of this study is to find out how to measure the stress related to accidents at the construction site promptly and conveniently to prevent safety accidents of construction workers. Accordingly, we analyzed the correlations between the questionnaire tool index that measures the stress associated with complex psychology of humans by integrating emotion, cognition, physical and behavioral responses, and basic brain waves, SEF-90, concentration, stress index from brain wave. As a result, which had the highest correlation with the stress measured through the questionnaire, was the SEF-90, and the regression analysis between two independent variables yielded a specific regression equation. This suggests the possibility of measuring the integrated stress of construction workers through the EEG signal at the construction site, and it can be used for the safety management of the construction site in the future.