• 제어로봇시스템학회논문지
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• 제5권2호
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• pp.189-199
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• 1999

This paper presents an optimization algorithm for a stable Self Dynamic Neural Network(SDNN) using genetic algorithm. Optimized SDNN is applied to a problem of controlling nonlinear dynamical systems. SDNN is dynamic mapping and is better suited for dynamical systems than static forward neural network. The real-time implementation is very important, and thus the neuro controller also needs to be designed such that it converges with a relatively small number of training cycles. SDW has considerably fewer weights than DNN. Since there is no interlink among the hidden layer. The object of proposed algorithm is that the number of self dynamic neuron node and the gradient of activation functions are simultaneously optimized by genetic algorithms. To guarantee convergence, an analytic method based on the Lyapunov function is used to find a stable learning for the SDNN. The ability and effectiveness of identifying and controlling a nonlinear dynamic system using the proposed optimized SDNN considering stability is demonstrated by case studies.

• 대한감각통합치료학회지
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• 제22권1호
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• pp.15-24
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• 2024

목적 : 본 연구의 목적은 내수용 감각(interoception)과 감각처리, 그리고 자율신경계의 균형을 반영하는 심박변이도와의 관계를 알아보는 것이다. 연구방법 : 젊은 성인을 대상으로 청소년/성인 감각프로파일(Adolescent/Adult Sensory Profile; AASP)과 다차원 내수용 자각 척도(Multidimensional Assessment of Interoceptive Awareness; MAIA)를 사용하여 감각처리와 내수용 감각을 평가하였다. 심박은 안정상태 심전도로 기록되었고, 심전도에서 심박표준편차(Standard Deviation of Normal to Normal interval; SDNN)를 추출하였다. AASP 감각영역과 MAIA 하위척도 간 상관을 분석하였고, 높은 SDNN과 낮은 SDNN 집단 간의 감각처리 및 내수용 감각의 차이를 비교하였다. 결과 : AASP 촉각 영역이 MAIA 하위척도와 상대적으로 강한 상관을 나타내었다. AASP 촉각 영역의 점수가 높을수록 MAIA 걱정하지 않음과 주의 조절 점수가 낮은 반면, 정서자각 점수는 높았다. 높은 SDNN 집단은 낮은 SDNN 집단과 비교하였을 때 내수용 감각이 높은 경향성을 나타냈다. 결론 : 본 연구는 촉각 처리와 내수용 감각의 관련성을 확인하였으며, 심박변이도가 높은 그룹은 내수용 자각이 높은 경향성이 있음을 제시하였다. 본 연구는 최근 작업치료와 감각통합에서 강조되는 내수용 감각에 대한 정보를 제공하고, 감각통합의 신경과학적 기전에 대한 이해를 심화시킨다.

• 대한물리의학회지
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• 제4권4호
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• pp.241-247
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• 2009

Purpose：The purpose of this study is to investigate the effect of transcutaneous electrical stimulation on autonomic nervous system using heart rate variability analysis. Methods：31 subjects were evaluated with HRV before and after a single high-frequency TENS for 15minutes treatment. The standard deviation of all the normal RR-interval(SDNN) and lower frequency/high frequency ratio(LF/HF ratio) were recorded with TAS-9. Results：After single TENS treatment, autonomic adaptation as analyzed by SDNN was increased from $42.47\pm12.96$ to $4.43\pm16.76$(p>0.05) and autonomic balance as analyzed by LF/HF ratio was increased from $1.4\pm0.45$ to $1.45\pm0.41$(p>0.05). Conclusion：In this study, SDNN and LF/HF ratio changed in health young students as a result of single TENS treatment. But there is no significant difference between pre-treatment and post-treatment of SDNN and LF/HF ratio.

• 한방안이비인후피부과학회지
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• 제18권3호
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• pp.66-74
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• 2005

Objective: Stress is one of the most important etiological factors in our lives. Human body makes effort to keep his homeostasis from stress by using autonomic nerve system. So we need markers which can evaluate autonomic nerve system easily. HRV represents such markers. Sympathetic and Parasympathetic nerve system are part of autonomic nerve system, related with cur body and diseases in ENT, Dermatology, Ophthalmology are also deeply related with stress, Sympathetic and Parasympathetic nerve system. So we can expect that it can help understanding patients to evaluate autonomic nerve system with HRV Research Methods and Procedures: Forty one patients who have seif-recognized stress in Dept. of Oph & Otolaryngo & Dermatology were selected. SDNN. RMSSD, LF, HF, norm-LF, norm-HF, LF/HF ratio, LnLF, LnHF were checked. Results: Men showed lower SDNN, HF, and LnHF than women(p<0.05). Age over-forty group showed significant lower SDNN, LF, HF, LnLF, LnH(p<0.01), and lower RMSSD(p<0.05) than age under-forty group. There's no big differences for age at norm-LF, norm-HF, and LF/HF ratio. Skin disease group showed higher SDNN, RMSSD, LF, HF, LnLF, LNHF than the others, facial palsy group showed higher norm-HF. LF/HF ratio, and mouth-throat group showed higher norm-LF, but there's no statically significant difference. Comparing skin disease group with the others, the others showed statically significant low SDNN(P<0.01), RMSSD, LF, HF, LnLF and LnHF(P<0.05).

• 한방재활의학과학회지
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• 제31권2호
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• pp.81-97
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• 2021

Objectives This study was designed to identify the changes of autonomic nervous system (ANS) which was induced by acupuncture at the field of the auricular branch of the vagus nerve. Methods 30 healthy adults were selected and classified into two groups; experimental group, control group. After providing mental stress, acupuncture was applied at external ear in experimental group and no treatment executed in control group. The evaluation of ANS function was measured by heart rate variability (HRV). We statically analyzed the difference of HRV parameters which include mean heart rate (MHRT), standard deviation of all N-N intervals (SDNN), square root of the mean of the sum of the squares of differences between adjacent N-N intervals (RMSSD), total power (TP), low frequency power (LF), high frequency power (HF), LF/HF ratio. Results All subjects showed significant increase in SDNN, LF after stress stimulation (p<0.05). Immediately after intervention, MHRT was significantly decreased (p<0.001) and RMSSD, HF were significantly increased in experimental group (p<0.05). After the end of intervention, SDNN, HF, RMSSD, TP, LF were significantly increased in experimental group (p<0.01, p<0.05). And when comparing baseline HRV, SDNN, LF were significantly increased in control group (p<0.01) and SDNN, RMSSD, TP, LF were significantly increased in experimental group (p<0.05). In the subgroup analysis, normal balance of ANS group showed significant increase in TP, LF, SDNN, HF (p<0.01, p<0.05). Conclusions We suggested that acupuncture at external ear, region of the vagus nerve distribution could increase parasympathetic activity and cause changes and reregulation of the ANS.

• 정신신체의학
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• 제28권1호
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• pp.81-88
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• 2020

연구목적 이 연구는 심박변이도(Heart rate variability, HRV) 지표를 이용하여, 불안장애, 우울장애, 외상 및 스트레스 관련 장애의 차이를 비교하고 증상 심각도와의 연관성을 보고자 한다. 방 법 2017년부터 2018년까지 국립정신건강센터 스트레스 클리닉 내원 환자의 후향적 의무기록을 분석하였다. 총 473명 환자(불안장애 166명, 우울장애 184명, 외상 및 스트레스 관련 장애 123명)의 HRV 지표의 진단 군간 차이를 비교하였다. 또한 지표와 전반적 임상 인상 심각도(Clinical Global Impression-Severity Scale, CGI-S)의 연관성이 진단군에 따른 차이를 보이는지 분석하였다. 결 과 세 군에서 HRV 지표는 유의한 차이를 보이지 않았다. 그러나, 심박도 간격(normal-to-normal, NN)의 표준 편차(standard deviation of normal RR intervals, SDNN)와 연속된 NN 간격들의 변이의 제곱 평균값의 루트 값(the square root of the mean squared differences of successive NN intervals, RMSSD)의 CGI-S와의 관련성은 그룹 간 유의한 차이가 나타났다(SDNN, p=0.017 ; RMSSD, p=0.034). 불안장애와 우울장애에서는 CGI-S에 따른 SDNN, RMSSD가 음의 관련성을 보였지만, 외상 및 스트레스 관련 장애에서는 양의 관련성을 보였다. 결 론 본 연구에서 세 군의 HRV 지표는 차이를 보이지 않았지만, 각 군에서 지표와 임상적 심각도와의 연관성은 다른 양상을 보였다. 본 연구 결과는 외상 및 스트레스 관련 장애군은 HRV의 특징 및 임상적 활용이 불안 및 우울장애와 다를 수 있음을 시사한다.

• Korean Journal of Acupuncture
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• 제32권3호
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• pp.130-135
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• 2015

Objectives : This study is to investigate stimulation effects of acupoints at differential meridian along arm and leg on the physiological phenomenon of heartbeats. Methods : 8 subjects were participated in this study. The experiments were performed in Resting session(Rs), Insertion session(Is), Stimulation session1(Ss1), Stimulation session2(Ss2), Stimulation session3(Ss3) sequence. Time of each session and the interval between each session was 30 seconds all. Acupuncture was performed manually on PC3 or LR8 at random with a two-day interval. stand deviation of N-N interval(SDNN) was measured for each session. Results : At PC3, SDNN increased in Ss1, Ss2, and Ss3 compared to Rs but at LR8, there was little change between Ss1, Ss2, Ss3 and Rs. Post-hoc analysis revealed that mean value of SDNN significantly increased in Ss1 compared with Baseline at PC3, while there was little change at LR8. When LR8 and PC3 were compared at each time point, there was a significant difference only in Ss1. Conclusions : Our results indicate that there is a correlation between specific physiological functions and acupoints.

• 동의신경정신과학회지
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• 제18권1호
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• pp.123-132
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• 2007

Objective : The purpose of this research is to investigate the effects of Autogenic Training on autonomic nervous system for normal subjects with Heart Rate Variability(HRV). Then HRV of total subjects were analyzed by Sasang constitution, MBTI type and relaxation therapy experience. Method : Autogenic Training was applied on 39 subjects individually. Then HRV was examined each 5 minutes before and after Autogenic Training application. Results : 1. Mean HRV, SDNN, SDSD were significant different in HRV between before and after Autogenic Training application in total subjects. 2. SDNN, SDSD were significant different in HRV between before and after Autogenic Training application in Soeumin. Mean HRV, SDNN, SDSD were significant different in HRV between before and after Autogenic Training application in Taeeumin. Conclusion : The results suggest that Autogenic Training application have shown anti-stress effects. Autogenic Training application to Soeumin and Taeeumin have shown more anti -stress effects than application to Soyangin.

• 한국응용과학기술학회지
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• 제35권2호
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• pp.445-453
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• 2018

본 연구는 일회성 호흡훈련 피드백이 중년여성의 HRV-자율신경시스템 변화에 미치는 영향을 분석고자 하였다. 연구대상자는 중년여성(40-60세) 총 24명을 호흡군 12명, 통제군 12명으로 무선할당하여 일회성 호흡 훈련을 실시하였다. 호흡군의 피드백 훈련은 총 15분 동안 실시되었으며, 10분 간 전문가 지도에 따른 호흡 자각 훈련 후 5분 간 자율호흡 훈련을 실시하였다. 자료의 분석은 SPSS WIN 20.0으로 반복측정 변량분석(Repeated Measures ANOVA)을 실시하였으며, 이를 통해 얻어진 결론은 다음과 같다. 중년여성들은 일회성 호흡 훈련 후 SDNN, RMSSD, LF, HF가 유의하게 높아졌으며, 호흡군이 통제군보다 SDNN, RMSSD, LF, HF이 유의하게 높아진 것으로 나타났고, Mean HR과 LF/HF는 집단과 시기의 주효과, 집단과 시기의 상호작용효과 모두 유의한 차이는 나타나지 않았다. 이상의 결과로 일회성 호흡훈련 피드백은 중년여성들의 SDNN, RMSSD, 교감활성, 부교감활성에 효과적이며, 이러한 호흡 훈련 프로그램은 자율신경계 균형 능력을 향상시켜 중년여성들의 스트레스 완화 및 자율신경실조증을 회복할 수 있는 운동중재의 효용 가치를 기대할 수 있다고 사료된다.

• Journal of Acupuncture Research
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• 제25권2호
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• pp.189-197
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• 2008

Objectives : This study was performed in order to investigate the effectiveness of electromyography and the Heart Rate Variability(HRV) test as prognosis factors, and to clarify correlation between Electromyography and the Heart Rate Variability test. Methods : 44 Bell's palsy patients who were graded V on the House-Brackmann scale and underwent HRV and EMG testing were retrospectively reviewed based on medical records. Results from both tests were analyzed via simple linear regression, and bivariate correlation analysis was performed to investigate the correlation between results from the two tests. The severity of the facial palsy at onset and at 2 weeks after treatment were evaluated with the H-B grade and Yanagihara grading system, and was converted into improvement scores. Results : Mean axonal loss according to electromyography showed a statistically significant correlation in predicting peripheral facial palsy improvement(p<0.01). HR, SDNN, TP, LF, HF, VLF, and LF/HF ratio on the Heart Rate Variability test showed no significant correlation in predicting peripheral facial palsy improvement. Mean axonal loss determined by electromyography, and HR, SDNN, TP, LF, HF, VLF, and LF/HF ratio recorded with the Heart Rate Variability test was analyzed with the bivariate correlation analysis method. Mean axonal loss and SDNN showed a statistically significant correlation(p<0.01) Conclusions : The Heart Rate Variability test has no statistical significance in predicting peripheral facial palsy improvement. SDNN has a statistically significant correlation with mean axonal loss as determined by electromyography.