Training an associative memory model for character recognition

被引：0
|
作者：
Awwal, AAS [1 ]
Tang, HY [1 ]
机构：
[1] Wright State Univ, Dept Comp Sci & Engn, Dayton, OH 45435 USA
来源：
PHOTONIC DEVICES AND ALGORITHMS FOR COMPUTING III | 2001年 / 4470卷
关键词：
character recognition; associative memory; inner product memory; Hopfield memory; content-addressable memory; adaptive thresholding;
D O I：
10.1117/12.449670
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new algorithm to determine the adaptive threshold formula for the trinary associative memory model is presented. The optimal threshold is chosen to yield the best performance. Different threshold parameters have been investigated to obtain the optimal range of threshold parameters. In order to validate our performance model, character recognition problems are investigated.
引用
收藏
页码：74 / 80
页数：7
相关论文
共 50 条
  • [31] A NEURAL-NETWORK ASSOCIATIVE MEMORY FOR HANDWRITTEN CHARACTER-RECOGNITION USING MULTIPLE CHUA CHARACTERS
    BAIRD, B
    HIRSCH, MW
    EECKMAN, F
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1993, 40 (10): : 667 - 674
  • [32] Context-Associative Hierarchical Memory Model for Human Activity Recognition and Prediction
    Wang, Lei
    Zhao, Xu
    Si, Yunfei
    Cao, Liangliang
    Liu, Yuncai
    IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 19 (03) : 646 - 659
  • [33] Self organizing map and associative memory model hybrid classifier for speaker recognition
    Inal, M
    Fatihoglu, YS
    2002 6TH SEMINAR ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING, PROCEEDINGS, 2002, : 71 - 74
  • [34] Training & Quality Assessment of an Optical Character Recognition Model for Northern Haida
    Hubert, Isabell
    Arppe, Antti
    Lachler, Jordan
    Santos, Eddie A.
    LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2016, : 3227 - 3234
  • [35] Indirect Object Recognition: Evidence for Associative Processes in Recognition Memory
    Whitt, Emma
    Haselgrove, Mark
    Robinson, Jasper
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-ANIMAL BEHAVIOR PROCESSES, 2012, 38 (01): : 74 - 83
  • [36] A model of dynamic associative memory
    Kobori, H
    Ikeda, K
    Nakayama, K
    ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 804 - 809
  • [37] Chaos associative memory model
    Nakagawa, M
    2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 897 - 902
  • [38] ASSOCIATRON - MODEL OF ASSOCIATIVE MEMORY
    NAKANO, K
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1972, SMC2 (03): : 380 - +
  • [39] MODEL OF ASSOCIATIVE MEMORY IN BRAIN
    FUKUSHIMA, K
    KYBERNETIK, 1973, 12 (02): : 58 - 63
  • [40] Chaos associative memory model
    Nakagawa, M
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2002, : 508 - 513
12345