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https://doi.org/10.1142/9789812796851_0006Cited by:0 (Source: Crossref)
Abstract:

The following sections are included:

  • Adaptive Linear Combiner and ADALINE

    • Derivation of the LMS Algorithm

    • The ADALINE and MADALINE

    • Channel Equalisation Example

    • ADALINE Summary

  • General MLP Networks

    • A Detailed Three-Layer MLP Model

    • Derivation of Backpropagation-of-error Learning

    • An Illustrative Worked Example

    • MLP Application Notes

    • Multi-Layer Perceptron Construction

    • MLP Summary

  • References