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Knowledge-Based Neurocomputing

Knowledge-Based Neurocomputing

Eyal Kolman / Michael Margaliot

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Editorial:
Springer Nature B.V.
Año de edición:
2009
Materia
Inteligencia artificial
ISBN:
9783540880769

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In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural network. Conversely, every standard artificial neural network has an equivalent FARB. The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks.

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Otros libros del autor

  • Knowledge-Based Neurocomputing
    Eyal Kolman / Michael Margaliot
    The FARB.- The FARB-ANN Equivalence.- Rule Simplification.- Knowledge Extraction Using the FARB.- Knowledge-Based Design of ANNs.- Conclusions and Future Research. ...
    Disponible

    256,48 €