• Title/Summary/Keyword: chip processing

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A Design of Reconfigurable Neural Network Processor (재구성 가능한 신경망 프로세서의 설계)

  • 장영진;이현수
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.368-371
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    • 1999
  • In this paper, we propose a neural network processor architecture with on-chip learning and with reconfigurability according to the data dependencies of the algorithm applied. For the neural network model applied, the proposed architecture can be configured into either SIMD or SRA(Systolic Ring Array) without my changing of on-chip configuration so as to obtain a high throughput. However, changing of system configuration can be controlled by user program. To process activation function, which needs amount of cycles to get its value, we design it by using PWL(Piece-Wise Linear) function approximation method. This unit has only single latency and the processing ability of non-linear function such as sigmoid gaussian function etc. And we verified the processing mechanism with EBP(Error Back-Propagation) model.

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A Study on the Machining Characteristics in GFRP Using HSS Tools (고속도공구강을 이용한 GFRP 가공특성에 관한 연구)

  • Park, Jong-Nam;Jeong, Seong-Taek;Cho, Gyu-Jae
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.2 no.2
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    • pp.37-44
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    • 2003
  • Composite materials are widely used to make all kinds of machine parts, internal and structural materials of cars, aerospace industries, building structures, ship materials, sporting goods and others. It is worth the while to use composite materials as various substitutions when compared With others. But the use is limited in the field of the mechanical processing because of its difficulties in cutting. The surface roughness of in and out in the hole processing was discussed after cutting the GFRP with HSS drill in the vertical machining center. And it is observed that as it processed more, the powdered chip may be got more than the fluid type long chip.

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A Real-Time Operating System for System-on-Chip Design and Verification (SoC(System-on-Chip) 설계와 검증을 지원하는 실시간운영체제)

  • Kim, Ji-Min;Ryu, Min-Soo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.1679-1682
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    • 2005
  • 최근 SoC를 포함하는 대부분의 임베디드시스템에서는 RTOS가 선택이 아닌 필수적인 구성요소가 됨에 따라 SoC 개발의 초기단계에서부터 RTOS를 도입하는 것이 바람직하다. 하지만, 기존의 범용 RTOS가 제공하는 기능은 대부분 응용 소프트웨어의 개발과 수행을 위한 것으로 SoC 개발 및 검증에는 적합하지 않은 문제점을 가지고 있다. 본 연구에서는 SoC 개발을 위해 운영체제가 만족시켜야할 요구사항을 제시하고, 소프트웨어의 재사용성과 SoC의 검증을 함께 지원하는 VPOS(Verification-Purpose OS)를 개발하였다. VPOS는 초경량의 단순한 계층적 구조(layered structure)를 가지는 RTOS로서 소프트웨어 재사용을 위해 POSIX 표준 API, 유닉스 호환 디바이스 드라이버 인터페이스, HAL 등을 제공한다. 또한 SoC 설계의 검증을 위해 RT 수준의 통합시뮬레이션에 적합한 커널 구조 및 최적화된 코드, 하드웨어 테스트를 위한 쉘 명령어, 응용 소프트웨어의 디버깅을 위한 KREM(kernel resource and event monitoring) 등의 특징을 함께 제공한다.

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A design of high-linearity low-power contiunous-time filter for post-processing of .SIGMA..DELTA. converters ($\Delta$ 변환기 후단 처리용 고선형 저전력 연속시간 필터의 설계)

  • 홍국태;정현택;손한웅;염왕섭;정강민
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.7
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    • pp.1579-1589
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    • 1997
  • This paper introduces a monolithic chip 3.3V high-performance continuous-tune filter used in a CDP that can reconstruct the PDM or PWM signal output of a .SIGMA..DELTA. D/A converter. We also mentioned an active RC filter structure and filter order satisfying high-linearity and the design specification. In desigining the OP-AMP, using a structure that accepts some distortion we could reduce the chip area, and reducing the DC path using a new biascircuit gave us better power performance. The designed.SIGMA..DELTA. D/A converter post-processing filter does its smoothering operations and reconstructs the data without reducing the performance of the system.

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Magnetic Pulse Solutions (마그네틱 펄스 용접 및 성형기공)

  • Park, Sam-Su
    • Proceedings of the Korean Society of Laser Processing Conference
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    • 2006.11a
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    • pp.53-81
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    • 2006
  • A COG(Chip on Glass) bonding process that is one of display packaging technology and bonds between driver IC chip and a glass panel using ACF(Anisotropic Conductive Film)has been investigated by using diode laser. This method is possible to raise cure temperature of ACF within one second and can reduce the total process time for COG bonding by a conventional method such as a hot plate. Also we can get good pressure mark on the surface of electrodes and higher bonding strength than that by convention method. Results show that laser COG bonding can give low pressure bonding and decrease a warpage of panel. We believe that it can be applied to fine pitch module.

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Design of Low power analog Viterbi decoder for PRML signal (PRML 신호용 저전력 아날로그 비터비 디코더 개발)

  • Kim, Hyun-Jung;Kim, In-Cheol;Kim, Hyong-Suk
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.655-656
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    • 2006
  • A parallel analog Viterbi decoder which decodes PR (1,2,2,1) signal of optical disc has been fabricated into chip. The proposed parallel analog Viterbi decoder implements the functions of the conventional digital Viterbi decoder utilizing the analog parallel processing circuits. In this paper, the analog parallel Viterbi decoding technology is applied for the PR signal. The benefit of analog processing is the low power consumption and the less silicon consumption. The test results of the fabricated chip are reported in this paper.

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Implementation of a Feed-Forward Neural Network on an FPGA Chip for Classification of Nonlinear Patterns (비선형 패턴 분류를 위한 FPGA를 이용한 신경회로망 시스템 구현)

  • Lee, Woon-Kyu;Kim, Jeong-Seob;Jung, Seul
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.45 no.1
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    • pp.20-27
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    • 2008
  • In this paper, a nonlinear classifier of a feed-forward neural network is implemented on an FPGA chip. The feedforward neural network is implemented in hardware for fast parallel processing. After off line training of neural network, weight values are saved and used to perform forward propagation of neural processing. As an example, AND and XOR digital logic classification is conducted in off line, and then weight values are used in neural network. Experiments are conducted successfully and confirmed that the FPGA neural network hardware works well.

Development and Evaluation of Advanced Telemetry System (개선된 텔레메트리 시스템 개발 및 평가)

  • 박차훈;서희돈;박종대
    • Journal of Biomedical Engineering Research
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    • v.21 no.5
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    • pp.513-517
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    • 2000
  • In this study, we fabricated the advanced telemetry system that transmitting media use radio frequency(RF) for the middle range measurement of the physiological signals and receiving media use optical for electromagnetic interference problem. The telemetry system within a size of 65$\times$125$\times$45mm consists of three parts: a RF transmitter, a optical receiver and a physiological signal processing CMOS one chip. Advantages of proposed telemetry system is wireless middle range(50m) FM transmission, reduce electromagnetic interference to a minimum which enables a comfortable bed-side telemetry system.

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Distributed arbitration scheme for on-chip CDMA bus with dynamic codeword assignment

  • Nikolic, Tatjana R.;Nikolic, Goran S.;Djordjevic, Goran Lj.
    • ETRI Journal
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    • v.43 no.3
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    • pp.471-482
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    • 2021
  • Several code-division multiple access (CDMA)-based interconnect schemes have been recently proposed as alternatives to the conventional time-division multiplexing bus in multicore systems-on-chip. CDMA systems with a dynamic assignment of spreading codewords are particularly attractive because of their potential for higher bandwidth efficiency compared with the systems in which the codewords are statically assigned to processing elements. In this paper, we propose a novel distributed arbitration scheme for dynamic CDMA-bus-based systems, which solves the complexity and scalability issues associated with commonly used centralized arbitration schemes. The proposed arbitration unit is decomposed into multiple simple arbitration elements, which are connected in a ring. The arbitration ring implements a token-passing algorithm, which both resolves destination conflicts and assigns the codewords to processing elements. Simulation results show that the throughput reduction in an optimally configured dynamic CDMA bus due to arbitration-related overheads does not exceed 5%.

Accelerating 2D DCT in Multi-core and Many-core Environments (멀티코어와 매니코어 환경에서의 2 차원 DCT 가속)

  • Hong, Jin-Gun;Jung, Sung-Wook;Kim, Cheong-Ghil;Burgstaller, Bernd
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.04a
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    • pp.250-253
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    • 2011
  • Chip manufacture nowadays turned their attention from accelerating uniprocessors to integrating multiple cores on a chip. Moreover desktop graphic hardware is now starting to support general purpose computation. Desktop users are able to use multi-core CPU and GPU as a high performance computing resources these days. However exploiting parallel computing resources are still challenging because of lack of higher programming abstraction for parallel programming. The 2-dimensional discrete cosine transform (2D-DCT) algorithms are most computational intensive part of JPEG encoding. There are many fast 2D-DCT algorithms already studied. We implemented several algorithms and estimated its runtime on multi-core CPU and GPU environments. Experiments show that data parallelism can be fully exploited on CPU and GPU architecture. We expect parallelized DCT bring performance benefit towards its applications such as JPEG and MPEG.