Unsupervised classification using associative memory

被引:0
|
作者
Sayeh, MR [1 ]
Li, B [1 ]
机构
[1] So Illinois Univ, Dept Elect & Comp Engn, Carbondale, IL 62901 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present unsupervised classification using the Lyapunov Associative Memory (LYAM) system. This associative memory encodes the classification results as its equilibrium states. The system is modeled with only a set of nonlinear ordinary differential equations. An example is given for signal sorting application.
引用
收藏
页码:416 / 418
页数:3
相关论文
共 50 条
  • [41] Associative Memory by Using Coupled Gaussian Maps
    Kobayashi, Mio
    Yoshinaga, Tetsuya
    2018 5TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS: CONCEPTS, THEORY AND APPLICATIONS (ICAICTA 2018), 2018, : 42 - 47
  • [42] USING ANT COLONY IN OPTIMIZING ASSOCIATIVE CLASSIFICATION
    Qaddoum, Kifaya
    7TH INDUSTRIAL SIMULATION CONFERENCE 2009, 2009, : 70 - 76
  • [43] Collaborative filtering using associative neural memory
    Lam, CP
    INTELLIGENT TECHNIQUES FOR WEB PERSONALIZATION, 2005, 3169 : 153 - 168
  • [44] Recognition of character using morphological associative memory
    Akyama, MT
    Kikuti, M
    XIV BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING, PROCEEDINGS, 2001, : 400 - 400
  • [45] Associative memory system using fuzzy sets
    Suzuki, Y
    Konno, N
    Maeda, J
    FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2, 1998, : 331 - 333
  • [46] Associative classification of mammograms using weighted rules
    Dua, Sumeet
    Singh, Harpreet
    Thompson, H. W.
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (05) : 9250 - 9259
  • [47] Bidirectional associative memory and its application to classification of lung cancer patients
    Zhang, ZY
    Zhou, HL
    Liu, SD
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2002, 22 (02) : 341 - 344
  • [48] Classification and generation of real-world data with an associative memory model
    Simas, Rodrigo
    Sa-Couto, Luis
    Wichert, Andreas
    NEUROCOMPUTING, 2023, 551
  • [49] A NETWORK OF MULTISTATE UNITS CAPABLE OF ASSOCIATIVE MEMORY AND PATTERN-CLASSIFICATION
    BANZHAF, W
    PHYSICA D, 1989, 34 (03): : 418 - 426
  • [50] Real-time gait classification based on fuzzy associative memory
    Zhang, Jun
    Liu, Zhijing
    Zhou, Hong
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2010, 10 (3-4) : 263 - 271