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https://doi.org/10.1142/9789812794215_0003Cited by:0 (Source: Crossref)
Abstract:

The following sections are included:

  • Fuzzy Hopfield networks

    • Attractor and attractive basin

    • Learning algorithm based on fault–tolerance

    • Simulation example

  • Fuzzy Hopfield network with threshold

    • Attractor and stability

    • Analysis of fault–tolerance

  • Stability and fault–tolerance of FBAM

    • Stability analysis

    • Fault–tolerance analysis

    • A simulation example

  • Learning algorithm for FBAM

    • Learning algorithm based on fault–tolerance

    • A simulation example

    • Optimal fault–tolerance

    • An example

  • Connection network of FBAM

    • Fuzzy row–restricted matrix

    • The connection relations of attractors

    • The elementary memory of (R, L)

    • The transition laws of states

  • Equilibrium analysis of fuzzy Hopfield network

    • Connection relations of attractors

    • Elementary memory of W

    • The state transitive laws

  • References