• Title/Summary/Keyword: Systolic

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Design of the Fixed Size Systolic Array for the Back-propagation ANN (역전파 ANN을 위한 고정 크기 시스톨릭 어레이 설계)

  • 김지연;장명숙;박기현
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10a
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    • pp.691-693
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    • 1998
  • A parallel processing systolic array reduces execution time of the Back-propagation ANN. But, systolic array must be designed whenever the number of neurons in the ANN differ. To use the systolic array which is aready designed ad a fixed size VLSI chip, partition of the problem size systolic array must be performed. This paper presents a design method of the fixed size systolic array for the Back-propagation algorthm using LSGP and LPGS partion method

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A Mapping Method of Data-flow graphs into Systolic Arrays (Data-flow graph 로부터 Systolic Array에의 변환방법)

  • Park, Myong-Soon;Jhon, C.S.
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1121-1124
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    • 1987
  • Previous methods to map from a FORTRAN-like specification into a systolic array were difficult to find data dependencies because the specification was expressed and executed sequentially. Data-flow graph(DFG)s show data dependencies explicitly. In this paper we show a mapping tool from a DFG specification into a systolic array. We introduce the concept of a Systolic Pattern Stream(SPS) and use that concept to derive a systolic array.

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Systolic Arrays for Constructing Static and Dynamic Voronoi Diagrams (두 형의 Voronoi Diagram 구축을 위한 Systolic Arrays)

  • O, Seong-Jun
    • ETRI Journal
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    • v.10 no.3
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    • pp.125-140
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    • 1988
  • Computational geometry has wide applications in pattern recognition, image processing, VLSI design, and computer graphics. Voronoi diagrams in computational geometry possess many important properites which are related to other geometric structures of a set of point. In this pater the design of systolic algorithms for the static and the dynamic Voronoi diagrams is considered. The major motivation for developing the systolic architecture is for VLSI implementation. A new systematic transform technique for designing systolic arrays, in particular, for the problem in computational geometry has been proposed. Following this procedure, a type T systolic array architecture and associated systolic algorithms have been designed for constructing Voronoi diagrams. The functions of the cells in the array are also specified. The resulting systolic array achieves the maximal throughput with O(n) computational complexity.

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Implementation of systolic array for 2-D IIR digital filters (2-D IIR digital filter에 대한 systolic array구현)

  • 김수현
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1992.06a
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    • pp.29-32
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    • 1992
  • In this paper, a systolic array structure is derived from the realization of 2-D IIR digital filters directed from the SFG(signal flow graph). After realized the 1-D formed partial systolic array, we implemented the complete systolic array to be cascaded 1-D form. The cascading of partial systolic arrays reduce the storage element which sued to delay input signal. 1-D systolic array is derived from that DG is designed through local communication approach and then it mapping to SFG. The derived structure is very simple and has high throughput because during new imput sample is supplied, new output is obtained every sampling period. And broadcast input signal is eliminated. Since the systolic array has property of regularity, modularity, local interconnection and highly synchronized multiprocessing, thus is very suitable for VLSI implementation.

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Design of a Bit-Level Super-Systolic Array (비트 수준 슈퍼 시스톨릭 어레이의 설계)

  • Lee Jae-Jin;Song Gi-Yong
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.42 no.12
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    • pp.45-52
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    • 2005
  • A systolic array formed by interconnecting a set of identical data-processing cells in a uniform manner is a combination of an algorithm and a circuit that implements it, and is closely related conceptually to arithmetic pipeline. High-performance computation on a large array of cells has been an important feature of systolic array. To achieve even higher degree of concurrency, it is desirable to make cells of systolic array themselves systolic array as well. The structure of systolic array with its cells consisting of another systolic array is to be called super-systolic array. This paper proposes a scalable bit-level super-systolic amy which can be adopted in the VLSI design including regular interconnection and functional primitives that are typical for a systolic architecture. This architecture is focused on highly regular computational structures that avoids the need for a large number of global interconnection required in general VLSI implementation. A bit-level super-systolic FIR filter is selected as an example of bit-level super-systolic array. The derived bit-level super-systolic FIR filter has been modeled and simulated in RT level using VHDL, then synthesized using Synopsys Design Compiler based on Hynix $0.35{\mu}m$ cell library. Compared conventional word-level systolic array, the newly proposed bit-level super-systolic arrays are efficient when it comes to area and throughput.

New systolic arrays for computation of the 1-D and 2-D discrete wavelet transform (1차원 및 2차원 이산 웨이브렛 변환 계산을 위한 새로운 시스톨릭 어레이)

  • 반성범;박래홍
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.10
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    • pp.132-140
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    • 1997
  • This paper proposes systolic array architectures for compuataion of the 1-D and 2-D discrete wavelet transform (DWT). The proposed systolic array for compuataion of the 1-D DWT consists of L processing element (PE) arrays, where the PE array denotes the systolic array for computation of the one level DWT. The proposed PE array computes only the product terms that are required for further computation and the outputs of low and high frequency filters are computed in alternate clock cycles. Therefore, the proposed architecuter can compute the low and high frequency outputs using a single architecture. The proposed systolic array for computation of the 2-D DWT consists of two systolic array architectures for comutation of the 1-D DWT and memory unit. The required time and hardware cost of the proposed systolic arrays are comparable to those of the conventional architectures. However, the conventional architectures need extra processing units whereas the proposed architectures fo not. The proposed architectures can be applied to subband decomposition by simply changing the filter coefficients.

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Design and Implementation of the Systolic Array for Dynamic Programming

  • Lee, Jae-Jin;Tien, David;Song, Gi-Yong
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.3
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    • pp.61-67
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    • 2003
  • We propose a systolic array for dynamic programming which is a technique for solving combinatorial optimization problems. We derive a systolic array for single source shortest path Problem, SA SSSP, and then show that the systolic array serves as dynamic Programming systolic array which is applicable to any dynamic programming problem by developing a systolic array for 0 1 knapsack problem, SA 01KS, with SA SSSP for a basis. In this paper, each of SA SSSP and SA 01KS is modeled and simulated in RT level using VHDL, then synthesized to a schematic and finally implemented to a layout using the cell library based on 0.35${\mu}{\textrm}{m}$ 1 poly 4 metal CMOS technology.

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The Comparison of PTT and Systolic Blood Pressure in a hemorrhaged Rat (출혈을 일으킨 흰쥐에서의 PTT와 수축기 혈압 비교)

  • Shim, Young-Woo;Lee, Ju-Hyung;Yang, Dong-In;Kim, Deok-Won
    • Proceedings of the IEEK Conference
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    • 2009.05a
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    • pp.138-140
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    • 2009
  • Hemorrhage shock occupies high rate in trauma patient's mortality and blood pressure is the variance that judges early diagnosis and the effect of remedy. Systolic blood pressure is related to pulse transit time(PTT). PTT means the time that is required to flow from the heart to peripheral artery. PTT is influenced from the length, cross section and stiffness of the blood vessels. It is hard to evaluate the correlation between systolic blood pressure and PTT because they are variable in human body. In this paper, we evaluated the correlation between the systolic blood pressure and PTT in normal and hemorrhage states using standardized rat. PTT is defined as the time differences between the R peak and the peak of pulse wave. The analyzed time differences of ECG and blood pressure are analyzed every 5minutes for 30 seconds when there is before and after bleeding. Before bleeding, systolic blood pressure and PTT are steadily preserved but when the bleeding comes started, systolic blood pressure is declined. However PTT was increased and decreased. Under the circumstance that the standardized rat is controlled by age, the length of the blood vessels, and any disease, it shows that PTT measurement using systolic blood pressure of bleeding is impossible.

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Performance Analysis of Uplink Beamforming using Systolic Array Structure in W-CDMA Systems (W-CDMA용 Systolic 어레이 구조를 갖는 상향링크 빔형성기법 성능 분석)

  • 이호중;서상우;이원철
    • Proceedings of the IEEK Conference
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    • 2002.06a
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    • pp.25-28
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    • 2002
  • 본 논문에서는 W-CDMA(Wide-Code Division Mul-tiple Access)용 Systolic 어레이 구조를 잣는 상향링크 빔형성기법에 대한 성능 분석을 하였다. 적응 어레이 안테나와 Systolic 구조의 MVDR(Minimum Variance Distortionless Response) 알고리즘을 사용하여 구해진 가중치 벡터를 이용하여 원하는 사용자의 방향으로 빔을 형성하고 원하지 않는 사용자의 방향으로는 null을 형성하는 공간필터를 적용하여 W-CDMA 상향링크에서 다중 경로 페이딩과 다중 접속 간섭의 증가에 따른 수신 성능을 분석하였다. 그리고, 안테나 시스템에서 사용되는 가중벡터를 갱신하기 위해 Systolic 구조의 MVDR과 역방향 파일럿 채널을 이용하는 QR-RLS(QR-Recursive Least Squares) 알고리즘을 적용하였다. 본 논문에서는 빔 형성기에 사용하기 위한 역행렬의 계산과 정에 Systolic 어레이 구조를 적용하여 병렬적인 고속처리가 가능한 방법과 효율적인 계산과정을 위해 MVDR 과 QR-RLS 알고리즘을 적용한 공간 필터링의 성능을 소개한다.

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Low-area Bit-parallel Systolic Array for Multiplication and Square over Finite Fields

  • Kim, Keewon
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.2
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    • pp.41-48
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    • 2020
  • In this paper, we derive a common computational part in an algorithm that can simultaneously perform multiplication and square over finite fields, and propose a low-area bit-parallel systolic array that reduces hardware through sequential processing. The proposed systolic array has less space and area-time (AT) complexity than the existing related arrays. In detail, the proposed systolic array saves about 48% and 44% of Choi-Lee and Kim-Kim's systolic arrays in terms of area complexity, and about 74% and 44% in AT complexity. Therefore, the proposed systolic array is suitable for VLSI implementation and can be applied as a basic component in hardware constrained environment such as IoT.