ASIC DESIGN OF A MATCHING UNIT FOR NLP

被引:3
|
作者
RAMAN, S
SHAJII, ER
机构
[1] Department of Computer Science and Engineering, Indian Institute of Technology, Madras
关键词
NATURAL LANGUAGE PROCESSING; ATN PARSER; LEXICON;
D O I
10.1016/0141-9331(95)91155-W
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
If natural language processing systems are to be practically useful, the response should be immediate, which implies faster processing. Preliminary studies on an ATN parser showed that a hardware accelerator for matching an input with the lexical entries will significantly improve system performance. In this paper, we report on the ASIC design of a matching unit. The logic verification and timing analysis of the matching unit were carried out using the Actel Viewlogic System, after which the FPGA devices were fused. An estimate of about a 20% to 30% improvement in system performance is projected.
引用
收藏
页码:327 / 340
页数:14
相关论文
共 50 条
  • [42] ASIC forum: Confronting the obstacles to core-based ASIC design
    Tuck, B
    COMPUTER DESIGN, 1996, 35 (07): : 131 - &
  • [43] LEADING-EDGE ASIC DESIGN - TOOLS PACE ASIC ADVANCES
    GOERING, R
    HIGH PERFORMANCE SYSTEMS-THE MAGAZINE FOR TECHNOLOGY CHAMPIONS, 1990, 11 (05): : 16 - +
  • [44] Understanding Matching Circuits; Plastic Made Quasioptical Multi layer Matching Unit Design at X-band
    Aydogmus, Tugrul
    Kopcal, Inan
    Kahya, Gizem
    Albayrak, Yalcm
    Helhel, Selcuk
    Ozen, Sukru
    PIERS 2013 STOCKHOLM: PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM, 2013, : 523 - 526
  • [45] Design of the Monitoring & Matching System of the Visualization Battery Unit Based on PC Machine
    Ding, Diankuan
    Wan, Yi
    ADVANCED RESEARCH ON MECHANICAL ENGINEERING, INDUSTRY AND MANUFACTURING ENGINEERING, PTS 1 AND 2, 2011, 63-64 : 373 - +
  • [46] FPGA design of the Computation Unit for the Semi-Global Stereo Matching Algorithm
    Roszkowski, Mikolaj
    Pastuszak, Grzegorz
    PROCEEDINGS OF THE 2014 IEEE 17TH INTERNATIONAL SYMPOSIUM ON DESIGN AND DIAGNOSTICS OF ELECTRONIC CIRCUITS & SYSTEMS (DDECS), 2014, : 230 - 233
  • [47] Fast fluorescence lifetime determination with an ASIC detector unit
    Moeller, Ch
    Koerner, V
    Matthes, R.
    Heinze, Ch
    Ortlepp, H-G
    Altermann, W.
    Schildbach, T.
    Winkler, M.
    Buchweitz, D.
    Goetz, M.
    Ortlep, T.
    OPTICAL SENSING AND DETECTION V, 2018, 10680
  • [48] HMF Unit: A Key Element in Dynamic Dataflow ASIC
    Yu Bo
    Li Xiangyu
    Sun Yihe
    2009 IEEE 8TH INTERNATIONAL CONFERENCE ON ASIC, VOLS 1 AND 2, PROCEEDINGS, 2009, : 143 - 146
  • [49] Training Recurrent Neural Network through Moment Matching for NLP Applications
    Deng, Yue
    Shen, Yilin
    Chen, KaWai
    Jin, Hongxia
    19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES, 2018, : 3353 - 3357
  • [50] DESIGN-FOR-TEST METHODOLOGIES AND TOOLS FOR ASIC DESIGN
    STRICKLAND, T
    ELECTRONIC PRODUCTS MAGAZINE, 1995, 38 (01): : 25 - &