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
  • [41] Projection learning for self-organizing neural networks
    Potlapalli, H
    Luo, RC
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1996, 43 (04) : 485 - 491
  • [42] Self-organizing neural networks by construction and pruning
    Lee, JS
    Lee, H
    Kim, JY
    Nam, D
    Park, CH
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2004, E87D (11) : 2489 - 2498
  • [43] A novel self-organizing fuzzy polynomial neural networks with evolutionary FPNs: Design and analysis
    Park, Ho-Sung
    Oh, Sung-Kwun
    Ahn, Tae-Chon
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 780 - 785
  • [44] Self-organization in Cellular Neural Networks: A comparison with Kohonen's self-organizing maps
    Thiran, P
    CNNA 98 - 1998 FIFTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS - PROCEEDINGS, 1998, : 68 - 73
  • [45] Self-organizing data clustering: A novel stochastic generalized cellular automata
    Shuai, Dianxun
    Liu, Yuzhe
    Zhang, Ping
    2006 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-7, 2006, : 3165 - +
  • [46] Self-organizing process of manufacturing service system based on cellular automata
    Tian, Jing-Hong
    Zhang, Wei
    Wang, Zheng-Xiao
    Fang, Shui-Liang
    Tang, Ren-Zhong
    Pan, Xiao-Hong
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2013, 19 (05): : 1151 - 1163
  • [47] A self-organizing channel assignment algorithm: A cellular learning automata approach
    Beigy, H
    Meybodi, MR
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, 2003, 2690 : 119 - 126
  • [48] A novel stochastic generalized cellular automata for self-organizing data clustering
    Shuai, Dianxun
    Shuai, Qing
    Huang, Liangjun
    Liu, Yuzhe
    Dong, Yuming
    FIRST INTERNATIONAL MULTI-SYMPOSIUMS ON COMPUTER AND COMPUTATIONAL SCIENCES (IMSCCS 2006), PROCEEDINGS, VOL 2, 2006, : 724 - +
  • [49] Self-Organizing Construction Method of Offshore Structures by Cellular Automata Model
    Ishida, Takeshi
    MODELLING AND SIMULATION IN ENGINEERING, 2015, 2015
  • [50] Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks
    Han, Shoufei
    Zhu, Kun
    Zhou, MengChu
    Liu, Xiaojing
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (05) : 3035 - 3047
12345