• Title/Summary/Keyword: digital nervous system

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Dynamic Neural Units and Genetic Algorithms With Applications to the Control of Unknown Nonlinear Systems (Dynamic Neural Unit와 GA를 이용한 비선형 동적 시스템 제어)

  • Cho, Hyeon-Seob;Roh, Yong-Gi;Jang, Sung-Whan
    • Proceedings of the KAIS Fall Conference
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    • 2006.05a
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    • pp.311-315
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    • 2006
  • "Dynamic Neural Unit"(DNU) based upon the topology of a reverberating circuit in a neuronal pool of the central nervous system. In this thesis, we present a genetic DNU-control scheme for unknown nonlinear systems. Our methodis different from those using supervised learning algorithms, such as the backpropagation (BP) algorithm, that needs training information in each step. The contributions of this thesis are the new approach to constructing neural network architecture and its trainin

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Indirect adaptive control of nonlinear systems using Genetic Algorithm based Dynamic neural network (GA 학습 방법 기반 동적 신경 회로망을 이용한 비선형 시스템의 간접 적응 제어)

  • Cho, Hyun-Seob;Oh, Myoung-Kwan
    • Proceedings of the KAIS Fall Conference
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    • 2007.11a
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    • pp.81-84
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    • 2007
  • In this thesis, we have designed the indirect adaptive controller using Dynamic Neural Units(DNU) for unknown nonlinear systems. Proposed indirect adaptive controller using Dynamic Neural Unit based upon the topology of a reverberating circuit in a neuronal pool of the central nervous system. In this thesis, we present a genetic DNU-control scheme for unknown nonlinear systems. Our method is different from those using supervised learning algorithms, such as the backpropagation (BP) algorithm, that needs training information in each step. The contributions of this thesis are the new approach to constructing neural network architecture and its training.

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A clinical study on patients with Cold Hypersensitivity on hands and feet and their autonomic nervous system function using of Heart Rate Variability(HRV) (수족냉증 환자의 실태 및 HRV(Heart Rate Variability)를 이용한 자율신경계 기능 평가 연구)

  • Kim, Eun-Sook;Hwang, Jae-Ho;Lee, Jin-Moo;Lee, Chang-Hoon;Cho, Jung-Hoon;Jang, Jun-Bock;Lee, Kyung-Sub;Choi, Jae-Ho
    • Journal of Oriental Medical Thermology
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    • v.5 no.1
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    • pp.1-13
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    • 2006
  • Objectives : This study was designed to analyze basic data for cold hypersensitivity patients with a questionnaire and investigate correlation between cold hypersensitivity and Heart Rate Variability(HRV). Methods : 49 patients who complain of cold hypersensitivity on hands and feet in ambulatory care were investigated in Oriental Gynecology, Kyunghee Oriental Medical Center and Women medical center, Kangnam Koreana hospital from May 1, 2006 to October 20, 2006. All patients were asked to answer a questionnaire. After careful I examination to rule out other disease which may affect Digital Infrared Thermal Imaging(DITI) and HRV data, patients were taken thermography for the diagnosis of cold hypersensitivity Based on the result of thermography, the patients were divided into two groups(Objective cold hypersensitivity and Subjective cold hypersensitivity). Then, these two groups were compared using HRV data which was measured in the supine position for 5 minutes. Results: 1. For most patients, cold hypersensitivity first developed during puberty. 2. The parts of the body that felt cold first time were hands and feet. 3. The cold sensation was increased in winter or at bedtime Showing that the sensation can be changed according to the level of coldness. 4. Among women who sufferfrom cold hypersensitivity, very few of them were treated. 5. More than half of cold hypersensitivity patients's family member also had a cold hypersensitivity. 6. The decrease in mean values of LF/HF ratio was observed in objective cold hypersensitivity group than subjective cold hypersensitivity group and the decrease was significant(P=0.014) when examined by Student t-test. Conclusions : It is necessary that the cold hypersensitivity patients should be treated carefully considering the facts mentioned above. And it can be suggested that dysautinomia be related with cold hypersensitivity and be evaluated by HRV.

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The Assessment of balance ability and development of indicators for normal adults in Korea in their 20s using digital equipment(FRA 510 S) (디지털 장비(FRA 510 S)를 활용한 한국 20대 정상 성인 균형능력 평가 및 지표 개발)

  • Park, Tae-Sung;Kim, Sang Hun;Kang, Jong-Ho;Shin, Myung-Jun
    • Journal of Convergence for Information Technology
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    • v.10 no.9
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    • pp.215-221
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    • 2020
  • This study intends to evaluate the balance ability of Korean adults in their 20s and create balance indicators using digital equipment(FRA 510 S). The study participants participated in 50 men and women in their 20s without musculoskeletal and nervous system diseases. For data analysis, Repeated Measures ANOVA was used. As a result of the study, it was confirmed that the movement of the body weight was higher when the eyes were closed and the test was performed than when the eyes were opened on a flat floor and a balance pad(47cm×39cm×5.5cm). And there was no difference according to the gender of men and women. In a future study, it is considered that the balance ability of normal elderly people will be evaluated, and the balance index of normal adults in Korea will be created and applied to the evaluation of patients with impaired balance ability.

Analysis on the situation of inpatients with pressure ulcer by patient safety indicators (환자안전 지표에 의한 욕창발생 현황 분석)

  • Nam, Mun-Hee;Lim, Ji-Hye
    • Journal of Digital Convergence
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    • v.10 no.3
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    • pp.197-205
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    • 2012
  • In this study, we analyzed situation and length of stay(LOS) variations of inpatients with pressure ulcer using patient safety indicators developed by the United States Agency for Healthcare Research and Quality(AHRQ) and proposed management of medical quality and development of policy. The dataset was taken from 1,373 database of the hospital discharge injury survey from 2005 to 2008. Analysis method was used frequency and chi-square test, ANOVA, multiple linear regression analysis. In result, distribution of inpatients with pressure ulcer by sex were 52.5%(male), 47.5%(female), respectively and aged $65{\geqq}years$ was the highest in age group. LOS of inpatients with nervous system principal disease was the longest. Independent variables which were statistically associated with LOS of inpatients with pressure ulcer were year, sex, insurance type, bed size, operation, principal diagnosis. Therefore, hospital should develop the standardized strategy and guidelines to manage pressure ulcer inpatients efficiently and apply it into the medical information system.

Effects of Nasal Continuous Positive Airway Pressure Application on Sympathetic Activation : Power Spectrum Analysis of Electrocardiogram in Obstructive Sleep Apnea Syndrome (폐쇄성 수면무호흡증에서 지속적 상기도 양압술 시행이 교감신경계 활성도에 끼치는 영향 : 심전도 스펙트럼 분석)

  • Youn, Tak;Park, Hae-Jeong;Kim, Eui-Joong;Jeong, Do-Un
    • Sleep Medicine and Psychophysiology
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    • v.7 no.1
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    • pp.43-50
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    • 2000
  • Objectives: Obstructive sleep apnea syndrome(OSAS) is known to be associated with the changes of autonomic nervous system (ANS). Nasal continuous positive airway pressure(nCPAP) treatment was found to correct abnormal ANS changes in OSAS but it remains to be further clarified. We aimed to assess the effects of nCPAP on ANS manifested on electrocardiogram, using spectrum analysis in the subjects with OSAS. Methods: Digital polysomnography was performed in 18 patients with OSAS(mean age $43.7{\pm}16.6$ years ; 17 males, 1 female ; mean respiratory disturbance index (RDI) $48.6{\pm}20.9$) for one baseline and another CPAP nights. From each night, 300 continuous beats of ECGs without artifact were chosen from both stage 2 sleep and REM sleep and they were used for power spectrum analysis. We compared between baseline and CPAP nights the heart rate variability including VLF(very low frequency power), LF (low frequency power), HF(high frequency power), R-R means, R-R variance, and LF/HF ratio, using Wilcoxon signed ranks test. Results: In all patients, nCPAP proved to be effective in relieving apneas and snoring. During nCPAP night compared with baseline night, decreases in VLF(p<0.05), LF(p<0.01), and R-R variance(p<0.05) were found in stage 2 sleep, and decreased LF(p<0.05) was found in REM sleep. No significant differences in each sleep stage were found in other variables between the two nights. Conclusion: Our findings suggest that OSAS increases the activity of sympathetic nervous system and nCPAP application effectively decreases the activity. And nCPAP does not appear to influence the parasympathetic nervous activity in OSAS.

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A Study on Abdominal Temperature of Dysmenorrhea Patients

  • Lee, Kyung-Sub;Cho, Jung-Hoon
    • Journal of Oriental Medical Thermology
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    • v.2 no.1
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    • pp.1-5
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    • 2003
  • Dysmenorrhea is one of the common gynecologic disorders of menstruation women. Primary dysmenorrhea is menstrual pain without pelvic pathology. whereas secondary one is painful mestruation with underlying pathology. The cause of primary dysmenorrhea is increased endometrial prostaglandin. The mechanisims underlying secondary dysmenorrhea are not eluciated. There are many blood vessels under the skin and they play a very important role in the thermal control of peripheral part. The control of blood circulation is mainly controlled by autonomic nervous system and it is known that D.I.T.I. (digital infra-red thermographic imaging) is an objective method showing the body temperature. I observed the abdominal themerature of 49 patients complaning of dysmenorrhea who visited the gynecologic department of Pundang Oriental Medical Hospital during 1997. In order to rule out thermal abnormality due to obesity. the causes whose obesity index were above I. were excluded in this study. The mean temperature of lower abdomen of the dysmenorrhea group was $35.22{\pm}1.33^{\circ}C$ and control group was $36.01{\pm}0.74^{\circ}C$.

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Influence of Joint Mobilization on Formalin Induced Pain Prevention of Rats (관절가동술이 흰쥐의 포르말린 유도 통증 예방에 미치는 영향)

  • Kang, Jong-Ho;Kim, Eun-Kyung;Ro, Hyo-Lyun
    • Journal of the Korean Society of Physical Medicine
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    • v.6 no.2
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    • pp.207-213
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    • 2011
  • Purpose: The purpose of this study was to determine the preventive effect of joint mobilization on biphasic pain response induced formalin test. Methods: Sprague-dawley rats(n=30) were ramdomly divided into the control group without intervention, sham control group with application of hand contact without mobilization, joint mobilization group with application of hand contact with mobilization. Joint mobilization of knee procedure involved an grade III extension mobilization basically with anterior-posterior gliding of the tibia on the femur. Formalin injection caused biphasic pain response which is lated for 60 minute. The first phase result from primary afferent sensory fiber, wheareas the second phase has been proposed to central sensitization in the central nervous system. Behavioral analysis was performed by digital camera after 5% formalin subcutaneous injection into the dorsal foot. Results: Pain response of joint mobilization group show significant lower than control gorup and sham control group. Conclusion: This result suggest that pre-application of joint mobilization may be effective intervention to prevent the formalin induced pain.

A Basic Study for the Development of Multidisciplinary Intervention Guide Map of Auditory Processing Disorders (청각처리장애의 다학문적 중재 안내도 개발을 위한 기초 연구)

  • Kim, Soo-Jin
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.259-268
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    • 2015
  • People with auditory processing disorders(APD) do not exactly understand what they hear with normal hearing levels because of difficulties in the processing of auditory information in auditory nervous system. The purposes of this study are to investigate intervention strategies suggested by current literatures and to develop a guide map for APD intervention. The problem based intervention strategies are customized to the specific deficits of a subtype of Buffalo model and Bellis/Ferre model and general intervention strategies are recommended with compensatory strategy, auditory training, environmental modification and so on. Multidisciplinary team should determine and provide various intervention strategies to improve auditory capabilities of a child with APD intensively and persistently. APD intervention guide map is organized with four steps. It helps clinicians and teachers related with the intervention of APD find appropriate intervention strategies and process in order to reduce difficulties of a child with APD and a suspected APD.

Differentially Expressed Genes by Methylmercury in Neuroblastoma cell line using suppression subtractive hybridization (SSH) and cDNA Microarray

  • Kim, Youn-Jung;Chang, Suk-Tai;Yun, Hye-Jung;Ryu, Jae-Chun
    • Proceedings of the Korea Society of Environmental Toocicology Conference
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    • 2003.05a
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    • pp.187-187
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    • 2003
  • Methylmercury (MeHg), one of the heavy metal compounds, can cause severe damage to the central nervous system in humans. Many reports have shown that MeHg is poisonous to human body through contaminated foods and has released into the environment. Despite many studies on the pathogenesis of MeHg-induced central neuropathy, no useful mechanism of toxicity has been established so far. In this study, two methods, cDNA Microarray and SSH, were performed to assess the expression profile against MeHg and to identify differentially expressed genes by MeHg in neuroblastoma cell line. TwinChip Human-8K (Digital Genomics) was used with total RNA from SH-SY5Y (human neuroblastoma cell line) treated with solvent (DMSO) and 6.25 uM (IC50) MeHg. And we performed forward and reverse SSH method on mRNA derived from SH-SY5Y treated with DMSO and MeHg (6.25 uM). Differentially expressed cDNA clones were sequenced and were screened by dot blot and ribonuclease protection assay to confirm that individual clones indeed represent differentially expressed genes. These sequences were identified by BLAST homology search to known genes or expressed sequence tags (ESTs). Analysis of these sequences may provide an insight into the biological effects of MeHg in the pathogenesis of neurodegenerative disease and a possibility to develop more efficient and exact monitoring system of heavy metals as environmental pollutants.

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