Increasing Attraction of Pseudo-Inverse Autoassociative Networks

被引:8
|
作者
Dmitry O. Gorodnichy
Alexandre M. Reznik
机构
[1] University of Alberta,Department of Computing Science
[2] IPMMS,undefined
[3] Cybernetics Center of Ukrainian Academy of Sciences,undefined
关键词
attraction radius; pseudo-inverse learning rule; self-connections;
D O I
10.1023/A:1009614025059
中图分类号
学科分类号
摘要
We show how partial reduction of self-connections of the network designed with the pseudo-inverse learning rule increases the direct attraction radius of the network. Theoretical formula is obtained. Data obtained by simulation are presented.
引用
收藏
页码:51 / 55
页数:4
相关论文
共 50 条
  • [21] An Efficient Security Architecture for Wireless Sensor Networks using Pseudo-inverse Matrix
    Chowdhury, Anuva
    Tanzila, Farzana Alam
    Chowdhury, Shanta
    Haque, Md. Mokammel
    2015 18TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2015, : 396 - 400
  • [22] Mapping and pseudo-inverse algorithms for data assimilation
    Fieguth, P
    Menemenlis, D
    Fukumori, I
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 3221 - 3223
  • [23] STOCHASTIC OPTIMAL-CONTROL BY PSEUDO-INVERSE
    BASU, DR
    LAZARIDIS, A
    REVIEW OF ECONOMICS AND STATISTICS, 1983, 65 (02) : 347 - 350
  • [24] Pseudo-Inverse Locality Preserving Iterative Hashing
    Du, Zhongshu
    Wang, Yongli
    Sun, Huacheng
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC 2017), 2017, : 341 - 345
  • [25] AN ALGORITHM FOR CALCULATION OF PSEUDO-INVERSE OF A SINGULAR MATRIX
    MAYNE, D
    COMPUTER JOURNAL, 1966, 9 (03): : 312 - &
  • [26] THE MINIMAL PSEUDO-INVERSE MATRIX-METHOD
    LEONOV, AS
    USSR COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 1987, 27 (7-8): : 107 - 117
  • [27] PSEUDO-INVERSE FOR A PARTICULAR TYPE OF RECTANGULAR MATRIX
    VANDERMERWE, FS
    MATRIX AND TENSOR QUARTERLY, 1976, 27 (02): : 74 - &
  • [28] Quasi pseudo-inverse reconstruction for rotating PET scanners
    Sanchez-Gonzalez, Javier
    Espana, Samuel
    Abella, Monica
    Vaquero, Juan Jose
    Lage, Eduardo
    Pascau, Javier
    Desco, Manuel
    2005 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-5, 2005, : 2704 - 2707
  • [29] Efficient direct computation of the pseudo-inverse and its gradient
    Layton, JB
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1997, 40 (22) : 4211 - 4223
  • [30] High-resolution pseudo-inverse ghost imaging
    Gong, Wenlin
    PHOTONICS RESEARCH, 2015, 3 (05) : 234 - 237