SIMD-SYSTOLIC ARCHITECTURE AND VLSI CHIP FOR COMPUTING THE DYNAMIC TIME-WARPING ALGORITHM

被引:1
|
作者
WU, CM
YAN, MS
机构
[1] Department of Electronic Engineering, National Taiwan Institute of Technology, Taipei, 43, Keelung Road, Sec. 4, Taiwan
关键词
D O I
10.1080/00207219308907151
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A VLSI architecture, which exhibits both SIMD and systolic behaviour for computing the dynamic time-warping (DTW) algorithm is presented. Such an architecture is well-suited for VLSI implementation because of its regular structure and small number of input/output. Currently, based on a 1.2 mum CMOS technology, a SIMD-systolic data-path chip has been designed and fabricated for computing the DTW algorithm. It is functionally correct and packaged as a 68-pin PGA chip. With such a chip, a 20000-word real-time DTW-based speech recognition system is achievable.
引用
收藏
页码:731 / 741
页数:11
相关论文
共 50 条
  • [1] A SIMD-SYSTOLIC ARCHITECTURE AND VLSI CHIP FOR THE 2-DIMENSIONAL DCT AND IDCT
    WU, CM
    CHIOU, A
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1993, 39 (04) : 859 - 869
  • [2] ADDER-BASED SIMD-SYSTOLIC ARCHITECTURES AND VLSI CHIP FOR COMPUTING THE WINOGRAD SMALL FFT ALGORITHMS
    WU, CM
    WANG, RT
    YEN, CT
    INTERNATIONAL JOURNAL OF ELECTRONICS, 1994, 76 (06) : 1135 - 1149
  • [3] Self-supervised dynamic time-warping algorithm
    Zhu, X.-Y.
    Cahill, L.W.
    Journal of Electrical and Electronics Engineering, Australia, 1992, 12 (03): : 300 - 307
  • [4] Implementing dynamic time-warping in small RAM
    Fu, Zhonghua
    Zhao, Rongchun
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2002, 20 (04): : 540 - 543
  • [5] AUTOMATED MORPHOLOGICAL ANALYSIS BY MEANS OF DYNAMIC TIME-WARPING
    JANSEN, BH
    HUANG, HC
    ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1985, 60 (03): : 282 - 284
  • [6] ON MINIMIZING MEMORY IN SYSTOLIC ARRAYS FOR THE DYNAMIC TIME WARPING ALGORITHM
    DIJKSTRA, E
    PIGUET, C
    INTEGRATION-THE VLSI JOURNAL, 1986, 4 (02) : 155 - 173
  • [7] EEG WAVEFORM ANALYSIS BY MEANS OF DYNAMIC TIME-WARPING
    HUANG, HC
    JANSEN, BH
    INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING, 1985, 17 (02): : 135 - 144
  • [8] Dynamic time-warping method for isolated speech sequence recognition
    Vuckovic, V
    TELSIKS 2001, VOL 1 & 2, PROCEEDINGS, 2001, : 257 - 260
  • [9] ON THE VERIFICATION OF TRIANGLE INEQUALITY BY DYNAMIC TIME-WARPING DISSIMILARITY MEASURES
    VIDAL, E
    CASACUBERTA, F
    BENEDI, JM
    LLORET, MJ
    RULOT, H
    SPEECH COMMUNICATION, 1988, 7 (01) : 67 - 79
  • [10] Principal Component Analysis and Dynamic Time-Warping in Subbands for ECG Reconstruction
    Moron, Tomasz
    Kotas, Marian
    Leski, Jacek M.
    MAN-MACHINE INTERACTIONS 4, ICMMI 2015, 2016, 391 : 315 - 325