• Title/Summary/Keyword: Digital Fabrication

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Design of a Neural Chip for Classifying Iris Flowers based on CMOS Analog Neurons

  • Choi, Yoon-Jin;Lee, Eun-Min;Jeong, Hang-Geun
    • Journal of Sensor Science and Technology
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    • v.28 no.5
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    • pp.284-288
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    • 2019
  • A calibration-free analog neuron circuit is proposed as a viable alternative to the power hungry digital neuron in implementing a deep neural network. The conventional analog neuron requires calibrations because a voltage-mode link is used between the soma and the synapse, which results in significant uncertainty in terms of current mapping. In this work, a current-mode link is used to establish a robust link between the soma and the synapse against the variations in the process and interconnection impedances. The increased hardware owing to the adoption of the current-mode link is estimated to be manageable because the number of neurons in each layer of the neural network is typically bounded. To demonstrate the utility of the proposed analog neuron, a simple neural network with $4{\times}7{\times}3$ architecture has been designed for classifying iris flowers. The chip is now under fabrication in 0.35 mm CMOS technology. Thus, the proposed true current-mode analog neuron can be a practical option in realizing power-efficient neural networks for edge computing.

A Case Study of Smart Node System by using 3D Printing Technology (3D 프린팅을 활용한 스마트노드 시스템의 적용 사례)

  • Na, Sangho;Lee, JangHyun;Park, YoungMi;Kim, SungJin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.6-7
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    • 2021
  • 3D printing has the unique advantage of the ability to customize freeform products even in small quantities. It was recently applied successfully in the node connection system for the irregular shaped glass design of Gwanggyo Galleria Department Store. This was achieved by applying 3D printing technology for an innovative smart node design. The novel system offers flexibility to address various design challenges in addition to maximizing construction quality and reducing construction period. In this paper, we aim to examine the use of 3D printing based innovative technologies in the construction industry. With this aim in mind, we present the case of the Gwanggyo Galleria Department Store's smart nodes. The key objective of this study is creating awareness in the construction industry of the need to utilize fourth industrial revolution technology in architecture.

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Microfiber-based Textile Pressure Sensor with High Sensitivity and Skin-breathability (높은 민감도 및 우수한 피부 통기성을 가진 마이크로 섬유 기반의 직물형 유연 압력 센서)

  • Kangto Han;Jang-hee Choi;Jeongwoo Lim;Hyeyoung Gong;Geun Yeol Bae
    • Textile Coloration and Finishing
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    • v.35 no.3
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    • pp.179-187
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    • 2023
  • In this study, we developed a microfiber-based flexible pressure sensor with high sensitivity and excellent skin breathability. A nonwoven fabric composed of microfibers was prepared by electrospinning, which resulted in excellent moisture permeability of the sensor (143 g∙m-2∙h-1). In particular, high-pressure sensitivity (0.36 kPa-1) was achieved by introducing submicron structures on the microfiber surface by controlling the ambient humidity during electrospinning. The fabrication technology of the microfiber-based flexible pressure sensors reported in this study is expected to contribute to the commercialization of flexible pressure sensors applicable to long-term wearable health monitoring as well as virtual/augmented reality and electronic skin applications.

Development of Radiation Image Sensor using Heterojunction (이종접합을 이용한 방사선 영상 센서 개발)

  • Kim, Young-Bin;Yun, Min-Seok;Kim, Min-Woo;Jung, Suk-Hee;Kim, Yoon-Suk;Oh, Kyung-Min;Nam, Sang-Hee;Park, Ji-Koon
    • Journal of the Korean Society of Radiology
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    • v.3 no.3
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    • pp.27-35
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    • 2009
  • In this study, the basic research verifying possibility of applications as radiology image sensor in Digital Radiography was performed, the radiology image sensor was fabricated using double layer technique tio decrease dark current. High efficiency material in substitution for a-Se have been studied as a direct method of imaging detector in Digital Radiography to decrease dark current by using Hetero junction already used as solar cell, semiconductor. Particle-In-Binder method is used to fabricate radiology image sensor because it has a lot of advantages such as fabrication convenient, high yield, suitability for large area sensor. But high leakage current is one of main problem in PIB method. To make up for the weak points, double layer technique is used, and it is considered that high efficient digital radiation sensor can be fabricated with easy and convenient process. In this study, electrical properties such as leakage current, sensitivity is measured to evaluate double layer radiation sensor material.

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Study on Improvement of Signal to Noise Ratio for HgI2 Radiation Conversion Sensor Using Blocking Layer (Blocking layer 적용을 통한 HgI2 방사선 변환센서의 신호대 잡음비 향상에 관한 연구)

  • Park, Ji-Koon;Yoon, In-Chan;Choi, Su-Rim;Yoon, Ju-Sun;Lee, Young-Kyu;Kang, Sang-Sik
    • Journal of the Korean Society of Radiology
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    • v.5 no.2
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    • pp.97-101
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    • 2011
  • In this study, the basic research verifying possibility of applications as radiology image sensor in Digital Radiography was performed, the radiology image sensor was fabricated using double layer technique tio decrease dark current. High efficiency material in substitution for a-Se have been studied as a direct method of imaging detector in Digital Radiography to decrease dark current by using Hetero junction already used as solar cell, semiconductor. Particle-In-Binder method is used to fabricate radiology image sensor because it has a lot of advantages such as fabrication convenient, high yield, suitability for large area sensor. But high leakage current is one of main problem in PIB method. To make up for the weak points, double layer technique is used, and it is considered that high efficient digital radiation sensor can be fabricated with easy and convenient process. In this study, electrical properties such as leakage current, sensitivity is measured to evaluate double layer radiation sensor material.

High Efficiency GaN HEMT Power Amplifier Using Harmonic Matching Technique (고조파 정합 기법을 이용한 고효율 GaN HEMT 전력 증폭기)

  • Jin, Tae-Hoon;Kwon, Tae-Yeop;Jeong, Jinho
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.25 no.1
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    • pp.53-61
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    • 2014
  • In this paper, we present the design, fabrication and measurement of high efficiency GaN HEMT power amplifier using harmonic matching technique. In order to achieve high efficiency, harmonic load-pull simulation is performed, that is, the optimum load impedances are determined at $2^{nd}$ and $3^{rd}$ harmonic frequencies as well as at the fundamental. Then, the output matching circuit is designed based on harmonic load-pull simulation. The measurement of the fabricated power amplifier shows the linear gain of 20 dB and $P_{1dB}$(1 dB gain compression point) of 33.7 dBm at 1.85 GHz. The maximum power added efficiency(PAE) of 80.9 % is achieved at the output power of 38.6 dBm, which belongs to best efficiency performance among the reported high efficiency power amplifiers. For W-CDMA input signal, the power amplifier shows a PAE of 27.8 % at the average output power of 28.4 dBm, where an ACLR (Adjacent Channel Leakage Ratio) is measured to be -38.8 dBc. Digital predistortion using polynomial fitting was implemented to linearize the power amplifiers, which allowed about 6.2 dB improvement of an ACLR performance.

Aesthetic implant restoration with alveolar bone graft and digital method on maxillary central incisor: a case report (치조골이식과 디지털 방법을 활용한 상악 중절치 임플란트 심미 수복 증례)

  • Jang, Han-Sol;Pyo, Se-Wook;Kim, Sunjai;Chang, Jae-Seung
    • The Journal of Korean Academy of Prosthodontics
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    • v.60 no.2
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    • pp.168-174
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    • 2022
  • In case of gingival recession or bone defect in maxillary anterior implant treatment, it is not easy to obtain satisfactory clinical results. In this case, loss of the labial alveolar plate was diagnosed in the maxillary right central incisor, so after tooth extraction, soft tissue was secured and implant placement with bone graft was planned. In addition, digital guide surgery was performed for the ideal implant position, and GBR (Guided Bone Regeneration) was accompanied with the xenogeneic bone and the autologous bone collected from the mandibular ramus since alveolar bone defects were extensive. After a sufficient period of osseointegration of the implant, a temporary prosthesis was fabricated through secondary stage surgery and impression taking, and through periodic external adjustment, the shape of soft tissue was improved. In the final prosthesis fabrication, a color tone of natural teeth was induced by an gold anodized customized abutment, and an aesthetic and functional zirconia prosthesis with reproducing the shape of the temporary prosthesis through intraoral scan was delivered.

Fabrication and Evaluation of Mercury(II) Iodide Unit Cell Dosimeter to Confirm the Feasibility of Digital Quality Assurance in Intracavitary Radiotherapy (방사선 근접치료의 디지털 정도관리 가능성 확인을 위한 HgI2 Unit Cell 선량계의 제작 및 평가)

  • Jung, Jae-Hoon;Park, Sung-Kwang
    • Journal of the Korean Society of Radiology
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    • v.16 no.3
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    • pp.257-263
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    • 2022
  • In intracavitary radiotherapy, it is essential to verify the correct location of radiation source among quality control items because an incorrect location will irradiate an unnecessary dose to normal tissues. As a basic study of digital line dosimeters, this study fabricated a unit cell dosimeter based on polycrystalline mercury (II) iodide (HgI2) and compared its performance with a diode. The study result showed that for reproducibility, the relative standard deviation (RSD) was 1.21%, satisfying the RSD evaluation criterion of within 1.5%. Considering linearity, the coefficient of determination R2 showed an excellent result of 0.9997. Regarding the evaluation of distance dependence, it showed a similar trend in general with a difference of 0.035 cm for intensity 50% when compared with the inverse square value. This study suggests the applicability of a digital dosimeter for brachytherapy quality control by evaluating the performance of the HgI2 dosimeter. This study on dosimeter for candidate photoconductor materials can be used as basic data in all areas using radiation.

Full-mouth rehabilitation using digital method to transfer provisional restoration to final fixed implant restoration (디지털 방법을 활용하여 임시수복물을 최종 고정성 임플란트 수복물로 이행한 완전 구강 회복 증례)

  • Cho, Eunhan;Lee, Younghoo;Hong, Seoung-Jin;Paek, Janghyun;Pae, Ahran;Kim, Hyeong-Seob;Kwon, Kung-Rock;Noh, Kwantae
    • The Journal of Korean Academy of Prosthodontics
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    • v.60 no.4
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    • pp.362-373
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    • 2022
  • For a full-mouth fixed prosthetic treatment of the edentulous patient, it is essential to confirm the proper tooth position and thorough evaluation of the remaining alveolar bone and soft tissue before surgery. CAD-CAM dentistry and guided implant surgery have such advantages of providing simultaneous planning of surgery and prosthetic treatment to ensure pre-knowledge of the treatment. In this clinical case, using the digital technology, digital temporary denture fabrication, esthetic evaluation before fixed prostheses treatment, and guided surgery planning was possible. After the surgery, previously obtained data was used for fabricating fixed temporary prostheses. Definitive zirconia prostheses transferred from the provisional prostheses were fabricated and functionally and esthetically satisfying results were obtained.

Development Model of Fab Lab in India: Focused on Fab Lab Vigyan Ashram (인도 팹랩의 발전 모델 연구: 팹랩 빅얀 아쉬람을 중심으로)

  • Lee, Myungmoo;Kim, Yunho
    • Journal of Appropriate Technology
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    • v.6 no.2
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    • pp.200-207
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    • 2020
  • The purpose of the establishment of Fab Lab is to promote the sustainable development of local communities around the world. To this end, The Fab foundation are preparing a resource-circulating society that maintains a city's self-sufficiency rate of 50% or more by 2054. In developed countries, Fab Lab is not only a manufacturing space for startup support, but an open innovation space for learning and creation. In addition, in emerging countries, Fab Lab is playing a role as a digital production center to create and share appropriate new technologies by reflecting the needs of local communities. India has 70 Fab Labs, the largest emerging country, ahead of Russia's 48. India's Fab Lab is conducting a collaboration project through regular meetings held every six months. The subject of this study, Fab Lab Vigyan Ashram, is defined as a place to transfer the concept of digital lab to alternative schools in rural India. In this study, we looked at a case in which an alternative school for an agricultural community called Vigyan Ashram, the modern version of the Gurukula system, successfully combined with the digital fabrication called Fab Lab to become a new citizen-led making community of the 4th Industrial Revolution. Based on this, we explored the development model of the Indian Fab Lab that fits the local situation.