Rule-dynamical generalization of McCulloch-Pitts neuron networks

Yoshinori Nagai, Yoji Aizawa

    Research output: Contribution to journalArticle

    2 Citations (Scopus)

    Abstract

    A new aspect for neuronal networks is presented. The aspect is based on the concept of ruledynamics which was originally proposed by one of the authors, Aizawa. The concept of ruledynamics were modeled on the two states cellular automata of neighborhood-three (CA2 3). A brief review of ruledynamics is also presented, because most publications of the authors so far have been in Japanese. Our concise assertion in the present paper is that a neuronal network realizes a kind of ruledynamics. This assertion is a speculation on the comparison of McCulloch-Pitts neuron networks with ruledynamics on CA2 3. A trial is originally shown to demonstrate that a McCulloch-Pitts neuron network can be imitated by an extended version of ruledynamics on CA2 3.

    Original languageEnglish
    Pages (from-to)177-185
    Number of pages9
    JournalBioSystems
    Volume58
    Issue number1-3
    DOIs
    Publication statusPublished - 2000

    Fingerprint

    Neuronal Network
    cellular automaton
    Assertion
    Neurons
    Neuron
    neurons
    Speculation
    Cellular automata
    Cellular Automata
    Publications
    Demonstrate
    Generalization
    Concepts
    trial
    comparison
    Review

    Keywords

    • Cellular automata
    • McCulloch-Pitts neuron network
    • Rule space
    • Ruledynamics
    • Threshold change

    ASJC Scopus subject areas

    • Ecology, Evolution, Behavior and Systematics
    • Biotechnology
    • Drug Discovery

    Cite this

    Rule-dynamical generalization of McCulloch-Pitts neuron networks. / Nagai, Yoshinori; Aizawa, Yoji.

    In: BioSystems, Vol. 58, No. 1-3, 2000, p. 177-185.

    Research output: Contribution to journalArticle

    Nagai, Yoshinori ; Aizawa, Yoji. / Rule-dynamical generalization of McCulloch-Pitts neuron networks. In: BioSystems. 2000 ; Vol. 58, No. 1-3. pp. 177-185.
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