• Title/Summary/Keyword: Memory Improvement

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Development of PKNU3: A small-format, multi-spectral, aerial photographic system

  • Lee Eun-Khung;Choi Chul-Uong;Suh Yong-Cheol
    • Korean Journal of Remote Sensing
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    • v.20 no.5
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    • pp.337-351
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    • 2004
  • Our laboratory originally developed the compact, multi-spectral, automatic aerial photographic system PKNU3 to allow greater flexibility in geological and environmental data collection. We are currently developing the PKNU3 system, which consists of a color-infrared spectral camera capable of simultaneous photography in the visible and near-infrared bands; a thermal infrared camera; two computers, each with an 80-gigabyte memory capacity for storing images; an MPEG board that can compress and transfer data to the computers in real-time; and the capability of using a helicopter platform. Before actual aerial photographic testing of the PKNU3, we experimented with each sensor. We analyzed the lens distortion, the sensitivity of the CCD in each band, and the thermal response of the thermal infrared sensor before the aerial photographing. As of September 2004, the PKNU3 development schedule has reached the second phase of testing. As the result of two aerial photographic tests, R, G, B and IR images were taken simultaneously; and images with an overlap rate of 70% using the automatic 1-s interval data recording time could be obtained by PKNU3. Further study is warranted to enhance the system with the addition of gyroscopic and IMU units. We evaluated the PKNU 3 system as a method of environmental remote sensing by comparing each chlorophyll image derived from PKNU 3 photographs. This appraisement was backed up with existing study that resulted in a modest improvement in the linear fit between the measures of chlorophyll and the RVI, NDVI and SAVI images stem from photographs taken by Duncantech MS 3100 which has same spectral configuration with MS 4000 used in PKNU3 system.

LFMMI-based acoustic modeling by using external knowledge (External knowledge를 사용한 LFMMI 기반 음향 모델링)

  • Park, Hosung;Kang, Yoseb;Lim, Minkyu;Lee, Donghyun;Oh, Junseok;Kim, Ji-Hwan
    • The Journal of the Acoustical Society of Korea
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    • v.38 no.5
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    • pp.607-613
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    • 2019
  • This paper proposes LF-MMI (Lattice Free Maximum Mutual Information)-based acoustic modeling using external knowledge for speech recognition. Note that an external knowledge refers to text data other than training data used in acoustic model. LF-MMI, objective function for optimization of training DNN (Deep Neural Network), has high performances in discriminative training. In LF-MMI, a phoneme probability as prior probability is used for predicting posterior probability of the DNN-based acoustic model. We propose using external knowledges for training the prior probability model to improve acoustic model based on DNN. It is measured to relative improvement 14 % as compared with the conventional LF-MMI-based model.

Korean Medical Treatment of Cognitive Impairments after Traumatic Epidural Hemorrhage: A Case Report (외상성 경막외 출혈 이후 발생한 인지장애에 대한 한방치료 1례)

  • Song, Juyeon;Kim, Youngji;Kim, Hakkyeom;Hong, Seungcheol;Park, Song-won;Ahn, Lib;Jeong, Ji-Cheon
    • The Journal of Internal Korean Medicine
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    • v.40 no.5
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    • pp.920-928
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    • 2019
  • Objectives: After epidural hemorrhage, sequelae may cause cognitive impairments, such as attention, memory, and performance disturbances. This case study reports on the use of traditional Korean medicine in a patient with cognitive impairments after a traumatic epidural hemorrhage. Methods: During the 46-day hospitalization period, traditional Korean medicine treatments, including Sunkihwalhyul-tang-gamibang, Ukgan-san-gajinpibanha Granule, Kyungohk-go, acupuncture, and cupping, were administered. The degree of cognitive impairment was measured based on the Mini Mental State Examination-Korea (MMSE-K), Modified Barthel Index (MBI), and correct answer ratio. Results: After traditional Korean medicine treatment, the MMSE-K score increased from 13 to 19 and the MBI score increased from 63 to 71. The patient's conversations in daily life also proceeded more smoothly than before hospitalization, and the correct answer ratio rose. Conclusion: This case reports the improvement of cognitive impairment after traumatic epidural hemorrhage in response to traditional Korean medicine treatment; further study is needed.

A Study on the Development of Zigbee Wireless Image Transmission and Monitoring System (지그비 무선 이미지 전송 및 모니터링 시스템 개발에 대한 연구)

  • Roh, Jae-sung;Kim, Sang-il;Oh, Kyu-tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.631-634
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    • 2009
  • Recent advances in wireless communication, electronics, MEMS device, sensor and battery technology have made it possible to manufacture low-cost, low-power, multi-function tiny sensor nodes. A large number of tiny sensor nodes form sensor network through wireless communication. Sensor networks represent a significant improvement over traditional sensors, research on Zigbee wireless image transmission has been a topic in industrial and scientific fields. In this paper, we design a Zigbee wireless image sensor node and multimedia monitoring server system. It consists of embedded processor, memory, CMOS image sensor, image acquisition and processing unit, Zigbee RF module, power supply unit and remote monitoring server system. In the future, we will further improve our Zigbee wireless image sensor node and monitoring server system. Besides, energy-efficient Zigbee wireless image transmission protocol and interworking with mobile network will be our work focus.

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A Case Report of a Patient with Mild Cognitive Impairment Treated with Gugijihwang-tang (구기지황탕 투여 후 호전된 경도인지장애 환자 1례에 대한 증례보고)

  • Park, Mi-so;Kang, Seock-man;Yoo, Dai-won;Chae, In-cheol;Kim, Gyeong-soon;Seong, Hyun-joo;Chung, Kwang-yeol;Yoo, Ho-ryong
    • The Journal of Internal Korean Medicine
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    • v.42 no.5
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    • pp.1082-1093
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    • 2021
  • Objective: Alzheimer's disease is characterized by progressive, irreversible brain damage and cognitive decline. Although the diagnosis and treatment of the prodromal symptoms of dementia are important, no treatment for mild cognitive impairment has been currently established. Herein, we report the case of an 80-year-old female patient with memory complaints treated with Gugijihwang-tang, a traditional Korean medicine herbal formula, as an add-on medication. Case Presentation: The patient was diagnosed with mild cognitive impairment based on clinical examinations using the Mini-Mental State Examination (MMSE), the Consortium to Establish a Registry for Alzheimer's Disease (CERAD), Activities of Daily Living (ADL) Scale, Global Deterioration (GDR) Scale, and Clinical Dementia Rating (CDR) Scale. She was treated with Gugijihwang-tang bis in die for 12 months while continuing her original medications, including 5-mg donepezil and 590-mg acetyl-l-carnitine. The MMSE score in the Korean Version of the CERAD Assessment Packet increased from 21 to 27 during the 12-month treatment period, and the CERAD 2 score increased from 33 to 62. The instrumental ADL scale score improved from 11 to 5. Other clinical examination results also showed improvement. The patient was satisfied and experienced no significant adverse events related to the Gugijihwang-tang treatment. Conclusion: This case suggests that Gugijihwang-tang could be considered as a treatment method for patients with mild cognitive impairment.

A Study on the Circuit Design Method of CNTFET SRAM Considering Carbon Nanotube Density (탄소나노튜브 밀도를 고려한 CNTFET SRAM 디자인 방법에 관한 연구)

  • Cho, Geunho
    • Journal of IKEEE
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    • v.25 no.3
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    • pp.473-478
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    • 2021
  • Although CNTFETs have attracted great attention due to their ability to increase semiconductor device performance by about 13 times, the commercialization of CNTFETs has been challenging because of the immature deposition process of CNTs. To overcome these difficulties, circuit design method considering the known limitations of the CNTFET manufacturing process is receiving increasing attention. SRAM is a major element constituting microprocessor and is regularly and repeatedly positioned in the cache memory; so, it has the advantage that CNTs can be more easily and densely deposited in SRAM than other circuit blocks. In order to take these advantages, this paper presents a circuit design method for SRAM cells considering CNT density and then evaluates its performance improvement using HSPICE simulation. As a result of simulation, it is found that when CNTFET is applied to SRAM, the gate width can be reduced by about 1.7 times and the read speed also can be improved by about 2 times when the CNT density was increased in the same gate width.

Psychological and Physical Effects of 10 Weeks Urban Forest Therapy Program on Dementia Prevention in Low-Income Elderly Living Alone

  • Lee, Hyun Jin;Son, Sung Ae
    • Journal of People, Plants, and Environment
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    • v.21 no.6
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    • pp.557-564
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    • 2018
  • Along with the aging society, the prevalence of dementia is also increasing. Dementia causes short-term memory loss as well as difficulties of performing daily activities and gradually causes suffering of the patients and their family. In spite of various programs for prevention of dementia of older people are being implemented, there is a lack of developing natural-based program for physical and mental health promotion. Therefore, it is necessary to develop programs for the elderly living alone who are more vulnerable to dementia because of their social and economic isolation. The purpose of this study was to develop a natural-based program and investigate the effects of 10 weeks forest therapy program for dementia prevention to improve the psychological and physical health of the elderly living alone. The experimental subjects were 30 elderly (aged 65 or older) and 31 elderly participated in control group. The Stress response, depressive symptoms, weight, body mass index (BMI), fat mass and muscle mass were measured for pre and post test. The results showed that the experimental group showed subjective stress relief (t=5.249, p=.000), improvement in symptoms of depression (t=4.152, p=.000), and decreases in weight (t=2.686, p=.012), BMI (t=2.629, p=.014) and fat mass (t=2.918, p=.007) after the forest therapy program. The experimental group showed lower stress reactions(t=-7.185, p=.000) and less depressive symptoms (t=-5.303, p=.000) than control group after participating the program. These results suggest that periodic forest exposure can help having less stressful and depressive status than non-forest exposure and the forest therapy program can reduce participants' psychological and physical risk factors of dementia.

Performance comparison of various deep neural network architectures using Merlin toolkit for a Korean TTS system (Merlin 툴킷을 이용한 한국어 TTS 시스템의 심층 신경망 구조 성능 비교)

  • Hong, Junyoung;Kwon, Chulhong
    • Phonetics and Speech Sciences
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    • v.11 no.2
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    • pp.57-64
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    • 2019
  • In this paper, we construct a Korean text-to-speech system using the Merlin toolkit which is an open source system for speech synthesis. In the text-to-speech system, the HMM-based statistical parametric speech synthesis method is widely used, but it is known that the quality of synthesized speech is degraded due to limitations of the acoustic modeling scheme that includes context factors. In this paper, we propose an acoustic modeling architecture that uses deep neural network technique, which shows excellent performance in various fields. Fully connected deep feedforward neural network (DNN), recurrent neural network (RNN), gated recurrent unit (GRU), long short-term memory (LSTM), bidirectional LSTM (BLSTM) are included in the architecture. Experimental results have shown that the performance is improved by including sequence modeling in the architecture, and the architecture with LSTM or BLSTM shows the best performance. It has been also found that inclusion of delta and delta-delta components in the acoustic feature parameters is advantageous for performance improvement.

Framework for Assessing Maturity of Future Manufacturing System (미래 제조시스템 성숙도평가 프레임워크)

  • Lee, Jeongcheol;Chang, Tai-Woo;Park, Jong-Kyung;Hwang, Gyusun
    • The Journal of Society for e-Business Studies
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    • v.24 no.2
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    • pp.165-178
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    • 2019
  • In an environment transformed by smart factories, measuring the current level of the manufacturing system, deriving improvement targets and tasks and increasing the level of manufacturing competitiveness become the basic activities of the company. However, research on the component analysis and maturity assessment to ensure the future competitiveness of the company is in progress and in the early stages. This study analyzed the existing research on various models, development process, and framework for manufacturing system. In addition, we designed a structural model by deriving the components of future manufacturing system through smart factory related maturity assessment studies. We designed a meta-model that includes an assesment model and a transformation model, and derived the framework development process to propose an integrated framework for the maturity assessment of the future manufacturing system. We verified it by applying it into an actual evaluation project of smart factory.

A Study on a documentation Area for photography documentation of railway station. (철도역 사진기록화를 위한 영역설정에 관한 연구)

  • Kim, Jeong Hyeon
    • The Korean Journal of Archival Studies
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    • no.30
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    • pp.125-174
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    • 2011
  • Railway Station in Korea built for purpose to plunder resource and invade China 19 and 20 century early, It functioned as main transportation and important role in local history. However, Since the late 1990s, Railway Station in Korea is facing major changes due to Railroad Improvement and Restructuring plan. Photography is useful way to represent memory and local history about railway station, but Photography Documentation on railroad station were not discussed until now due to indifference of the KORAIL and peculiarities of national security facilities for a long time. This study suggest what is document activities and facilities of railway station, use value analysis about railway station's value firstly. next, this study set each documentation area with value analysis for a basis and present concrete example. finally, this study adapt documentation area and detail to classification scheme and apply activities and facilities of supplement or revision to classification scheme.