Multilayered self-organization in neuronal networks of optimal complexity

被引:0
|
作者
Shchetinin, VG [1 ]
机构
[1] Penza State Tech Univ, Penza 440017, Russia
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The possibilities of self-organization of neuronal networks of optimal complexity in a nonrepresentative training sample is considered. A method of multilayered self-organization, the efficiency of which is confirmed by means of examples of the synthesis of Boolean neuronal networks intended for differential diagnostics, is proposed.
引用
收藏
页码:25 / 32
页数:8
相关论文
共 50 条
  • [1] Self-Organization of Weighted Networks for Optimal Synchronizability
    Kempton, Louis
    Herrmann, Guido
    di Bernardo, Mario
    [J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2018, 5 (04): : 1541 - 1550
  • [2] Self-organization of information processing in developing neuronal networks
    V Priesemann
    J Lizier
    M Wibral
    ET Bullmore
    O Paulsen
    P Charlesworth
    MS Schröter
    [J]. BMC Neuroscience, 16 (Suppl 1)
  • [3] DEVELOPMENT OF MODELS OF OPTIMAL COMPLEXITY USING SELF-ORGANIZATION THEORY
    IVAKHNENKO, AG
    [J]. INTERNATIONAL JOURNAL OF COMPUTER & INFORMATION SCIENCES, 1979, 8 (02): : 111 - 127
  • [4] Optimal self-organization
    Helbing, Dirk
    Vicsek, Tamas
    [J]. NEW JOURNAL OF PHYSICS, 1999, 1 : 13.1 - 13.17
  • [5] Editorial: Complexity and Self-Organization
    Gershenson, Carlos
    Polani, Daniel
    Martius, Georg
    [J]. FRONTIERS IN ROBOTICS AND AI, 2021, 8
  • [6] Complexity, Self-Organization and Selection
    Robert C. Richardson
    [J]. Biology and Philosophy, 2001, 16 : 653 - 682
  • [7] Complexity, self-organization and selection
    Richardson, RC
    [J]. BIOLOGY & PHILOSOPHY, 2001, 16 (05) : 655 - 683
  • [8] Self-organization and evolution of structure and function in cultured neuronal networks
    Ballesteros-Esteban, L. M.
    Leyva, I.
    Almendral, J. A.
    Sendina-Nadal, I.
    [J]. CHAOS SOLITONS & FRACTALS, 2023, 173
  • [9] Self-organization and neuronal avalanches in networks of dissociated cortical neurons
    Pasquale, V.
    Massobrio, P.
    Bologna, L. L.
    Chiappalonea, M.
    Martinoia, S.
    [J]. NEUROSCIENCE, 2008, 153 (04) : 1354 - 1369
  • [10] Self-organization of Multilayered Oil Droplet in Water
    Suzuki, Kosuke
    Akthar, Rumana Jahan
    Mahara, Hitoshi
    Hashimoto, Hajime
    Iwatsubo, Takashi
    Nishimura, Satoshi
    Yamaguchi, Tomohiko
    [J]. CHEMISTRY LETTERS, 2009, 38 (01) : 20 - 21