• Title/Summary/Keyword: AI SoC

Search Result 76, Processing Time 0.023 seconds

A Clinical Cases Study of Elbow Pain and Dysfunction in Patients Diagnosed as Lateral Epicondylitis (소염약침 병행 한방치료를 시행한 상완골외측상과염 환자 2례에 대한 증례보고)

  • Choi, Joo-Young;Kang, Jae-Hui;Lee, Hyun
    • Journal of Haehwa Medicine
    • /
    • v.20 no.1
    • /
    • pp.153-160
    • /
    • 2011
  • Objective : The objective of this study is to observe the effect of Pharmacopuncture of Anti-inflammatory Herbal compound(AiC) theraphy on elbow pain Methods : The patients diagnosed as lateral epicondylitis and treated mainly with Anti-inflammatory Herbal compound(AiC). After the application of herbal acupuncture, The NRS and ROM of elbow were assessed. Results & conclusion : Symptoms of the patient such as elbow pain and dysfunction were improved after above treatments. so, it is suggested that oriental medical treatment(Pharmacopuncture of Anti-inflammatory Herbal compound(AiC)) is effective on Tennis elbow.

Effects of Welding Condition on Hardness and Microstructure of Friction Stir Welded Joints of AI-7075-T651 Plate (용접조건이 AI-7075-T651의 마찰교반용접부의 경도와 미세조직에 미치는 영향)

  • Kim, C.O.;Sohn, H.J.;Kim, S.J.
    • Journal of Power System Engineering
    • /
    • v.15 no.3
    • /
    • pp.58-64
    • /
    • 2011
  • As well known, the friction stir welding is a novel welding process which is a solid state welding process for sheet or plate using the friction stir phenomenon. This paper describes the effect of welding condition such as the rotation speed and the travelling speed during the friction stir welding process on the micro Virkers hardness and the microstructure of friction stir welded joints in AI-7075-T651 plate. From those investigations, the highest hardness of stir zone was observed at the welding condition of SO-3. The microstructures of the friction stir welded joints was not dependent on the welding conditions, but in the SO-4 specimen, the friction stir welding defect like tunnel shape was found in stir zone.

40-TFLOPS artificial intelligence processor with function-safe programmable many-cores for ISO26262 ASIL-D

  • Han, Jinho;Choi, Minseok;Kwon, Youngsu
    • ETRI Journal
    • /
    • v.42 no.4
    • /
    • pp.468-479
    • /
    • 2020
  • The proposed AI processor architecture has high throughput for accelerating the neural network and reduces the external memory bandwidth required for processing the neural network. For achieving high throughput, the proposed super thread core (STC) includes 128 × 128 nano cores operating at the clock frequency of 1.2 GHz. The function-safe architecture is proposed for a fault-tolerance system such as an electronics system for autonomous cars. The general-purpose processor (GPP) core is integrated with STC for controlling the STC and processing the AI algorithm. It has a self-recovering cache and dynamic lockstep function. The function-safe design has proved the fault performance has ASIL D of ISO26262 standard fault tolerance levels. Therefore, the entire AI processor is fabricated via the 28-nm CMOS process as a prototype chip. Its peak computing performance is 40 TFLOPS at 1.2 GHz with the supply voltage of 1.1 V. The measured energy efficiency is 1.3 TOPS/W. A GPP for control with a function-safe design can have ISO26262 ASIL-D with the single-point fault-tolerance rate of 99.64%.

Performance Analyzer for Embedded AI Processor (내장형 인공지능 프로세서를 위한 성능 분석기)

  • Hwang, Dong Hyun;Yoon, Young Hyun;Han, Chang Yeop;Lee, Seung Eun
    • Journal of Internet Computing and Services
    • /
    • v.21 no.5
    • /
    • pp.149-157
    • /
    • 2020
  • Recently, as interest in artificial intelligence has increased, many studies have been conducted to implement AI processors. However, the AI processor requires functional verification as well as performance verification on whether the AI processor is suitable for the application. In this paper, We propose an AI processor performance analyzer that can verify the application performance and explore the limitations of the processor. By Using the performance analyzer, we explore the limitations of the AI processor and optimize the AI model to fit an AI processor in image recognition and speech recognition applications.

Seoul PACT : Principles of Artificial Intelligence Ethics and its Application Example to Intelligent E-Government Service (인공지능 윤리 원칙 Seoul PACT를 적용한 지능형 전자정부 서비스 윤리 가이드라인)

  • Kim, Myuhng Joo
    • Journal of Information Technology Services
    • /
    • v.18 no.3
    • /
    • pp.117-128
    • /
    • 2019
  • The remarkable achievements of the artificial intelligence in recent years are also raising awareness about its potential risks. Several governments and public organizations have been proposing the artificial intelligence ethics for sustainable development of artificial intelligence by minimizing potential risks. However, most existing proposals are focused on the developer-centered ethics, which is not sufficient for the comprehensive ethics required for ongoing intelligent information society. In addition, they have chosen a number of principles as the starting point of artificial intelligence ethics, so it is not easy to derive the guideline flexibly for a specific member reflecting its own situation. In this paper, we classify primitive members who need artificial intelligence ethics in intelligent information society into three : Developer, Supplier and User. We suggest a new artificial intelligence ethics, Seoul PACT, with minimal principles through publicness (P), accountability (A), controllability (C), and transparency (T). In addition, we provide 38 canonical guidelines based on these four principles, which are applicable to each primitive members. It is possible for a specific member to duplicate the roles of primitive members, so that the flexible derivation of the artificial intelligence ethics guidelines can be made according to the characteristics of the member reflecting its own situation. As an application example, in preparation for applying artificial intelligence to e-government service, we derive a full set of artificial intelligence ethics guideline from Seoul PACT, which can be adopted by the special member named Korean Government.

Epitaxial growth of Pt Thin Film on Basal-Plane Sapphire Using RF Magnetron Sputtering

  • 이종철;김신철;송종환;이충만
    • Proceedings of the Korean Vacuum Society Conference
    • /
    • 1998.02a
    • /
    • pp.41-41
    • /
    • 1998
  • Rare earth metal films have been used as a buffer layer for growing ferroelectric t thin film or a seed layer for magnetic multilayer. But when it was deposited on s semiconductor substrates for the application of magneto-optic (MO) storage media, it i is difficult to exactly measure magnetic cons떠nts due to shunting current, and so it n needs to grow metal films on insulator substrate to reduce such effect. Recently, it w was reported that ultra-thin Pt layer were epitaxially grown on A12O:J by ion beam s sputtering in 비떠 high vacuum and it can be used as a seed layer for the growth of C Co-contained magnetic multilayer. In this stu$\phi$, Pt thin film were epi떠xially grown on AI2D3 ($\alpha$)OJ) by RF magnetron s sputtering. The crystalline structure was analyzed by transmission electron microscope ( (TEM) and Rutherford Back Scattering (RBS)/Ion Channeling. In TEM study, Pt was b believed to be twinned on AI잉3($\alpha$)01) su$\pi$ace about Pt(ll1) plane.Moreover, RBS c channeling spectra showed that minimum scattering yield of Pt(111)/AI2O:J(1$\alpha$)OJ) was 4 4% and Pt(11J)/AI2D3($\alpha$)OJ) had 3-fold symmetry.

  • PDF

A dual-path high linear amplifier for carrier aggregation

  • Kang, Dong-Woo;Choi, Jang-Hong
    • ETRI Journal
    • /
    • v.42 no.5
    • /
    • pp.773-780
    • /
    • 2020
  • A 40 nm complementary metal oxide semiconductor carrier-aggregated drive amplifier with high linearity is presented for sub-GHz Internet of Things applications. The proposed drive amplifier consists of two high linear amplifiers, which are composed of five differential cascode cells. Carrier aggregation can be achieved by switching on both the driver amplifiers simultaneously and combining the two independent signals in the current mode. The common gate bias of the cascode cells is selected to maximize the output 1 dB compression point (P1dB) to support high-linear wideband applications, and is used for the local supply voltage of digital circuitry for gain control. The proposed circuit achieved an output P1dB of 10.7 dBm with over 22.8 dBm of output 3rd-order intercept point up to 0.9 GHz and demonstrated a 55 dBc adjacent channel leakage ratio (ACLR) for the 802.11af with -5 dBm channel power. To the best of our knowledge, this is the first demonstration of the wideband carrier-aggregated drive amplifier that achieves the highest ACLR performance.

8.2-GHz band radar RFICs for an 8 × 8 phased-array FMCW receiver developed with 65-nm CMOS technology

  • Han, Seon-Ho;Koo, Bon-Tae
    • ETRI Journal
    • /
    • v.42 no.6
    • /
    • pp.943-950
    • /
    • 2020
  • We propose 8.2-GHz band radar RFICs for an 8 × 8 phased-array frequency-modulated continuous-wave receiver developed using 65-nm CMOS technology. This receiver panel is constructed using a multichip solution comprising fabricated 2 × 2 low-noise amplifier phase-shifter (LNA-PS) chips and a 4ch RX front-end chip. The LNA-PS chip has a novel phase-shifter circuit for low-voltage operation, novel active single-to-differential/differential-to-single circuits, and a current-mode combiner to utilize a small area. The LNA-PS chip shows a power gain range of 5 dB to 20 dB per channel with gain control and a single-channel NF of 6.4 dB at maximum gain. The measured result of the chip shows 6-bit phase states with a 0.35° RMS phase error. The input P1 dB of the chip is approximately -27.5 dBm at high gain and is enough to cover the highest input power from the TX-to-RX leakage in the radar system. The gain range of the 4ch RX front-end chip is 9 dB to 30 dB per channel. The LNA-PS chip consumes 82 mA, and the 4ch RX front-end chip consumes 97 mA from a 1.2 V supply voltage. The chip sizes of the 2 × 2 LNA-PS and the 4ch RX front end are 2.39 mm × 1.3 mm and 2.42 mm × 1.62 mm, respectively.

A Study on the Effective Countermeasure of Business Email Compromise (BEC) Attack by AI (AI를 통한 BEC (Business Email Compromise) 공격의 효과적인 대응방안 연구)

  • Lee, Dokyung;Jang, Gunsoo;Lee, Kyung-ho
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.30 no.5
    • /
    • pp.835-846
    • /
    • 2020
  • BEC (Business Email Compromise) attacks are frequently occurring by impersonating accounts or management through e-mail and stealing money or sensitive information. This type of attack accounts for the largest portion of the recent trade fraud, and the FBI estimates that the estimated amount of damage in 2019 is about $17 billion. However, if you look at the response status of the companies compared to this, it relies on the traditional SPAM blocking system, so it is virtually defenseless against the BEC attacks that social engineering predominates. To this end, we will analyze the types and methods of BEC accidents and propose ways to effectively counter BEC attacks by companies through AI(Artificial Intelligence).