Developing an artificial retina by evolutionary cellular automata and self-organizing neural networks

被引：1
|
作者：
X. Wu
Y. Zhang
M. Sugisaka
机构：
[1] Academia Sinica,Institute of Systems Science
[2] Oita University,Department of E. & E Engineering
来源：
Artificial Life and Robotics | 1999年 / 3卷 / 2期
关键词：
Artificial retina; Cellular automata; Evolutionary computation; Self-organizing neural networks;
D O I：
10.1007/BF02481248
中图分类号：
学科分类号：
摘要：
Retinas are very important for human beings to get information about their environment. In this paper, we propose a new method to build artificial retinas which have many features similar to real ones. We use evolutionary cellular automata to extract some basic characteristics of objects, and use self-organizing neural networks to distinguish different objects. The results indicate a way to get computer vision by artificial life.
引用
收藏
页码：61 / 64
页数：3
相关论文
共 50 条
  • [31] Using artificial neural networks and self-organizing maps for detection of airframe icing
    Johnson, MD
    Rokhsaz, K
    JOURNAL OF AIRCRAFT, 2001, 38 (02): : 224 - 230
  • [32] Self-organizing neural networks: Convergence properties
    Horowitz, R
    Alvarez, L
    ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 7 - 12
  • [33] COORDINATION OF MOVEMENTS BY SELF-ORGANIZING NEURAL NETWORKS
    GIELEN, C
    GLASIUS, R
    INTELLIGENT AUTONOMOUS SYSTEMS 2, VOLS 1 AND 2, 1989, : 275 - 283
  • [34] Self-organizing neural networks for spatial data
    Babu, GP
    PATTERN RECOGNITION LETTERS, 1997, 18 (02) : 133 - 142
  • [35] The design of self-organizing Polynomial Neural Networks
    Oh, SK
    Pedrycz, W
    INFORMATION SCIENCES, 2002, 141 (3-4) : 237 - 258
  • [36] Self-organizing neural networks for pharmacophore mapping
    Polanski, J
    ADVANCED DRUG DELIVERY REVIEWS, 2003, 55 (09) : 1149 - 1162
  • [37] Self-organizing neural networks for signal recognition
    Koutnik, Jan
    Snorek, Miroslav
    ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 1, 2006, 4131 : 406 - 414
  • [38] Self-organizing neural networks for data projection
    Su, MC
    Chang, HT
    INTERNET APPLICATIONS, 1999, 1749 : 206 - 215
  • [39] Optimization of self-organizing polynomial neural networks
    Maric, Ivan
    EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (11) : 4528 - 4538
  • [40] A study on the self-organizing polynomial neural networks
    Oh, SK
    Ahn, TC
    Pedrycz, W
    JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 1690 - 1695
12345