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https://doi.org/10.1142/9789812796851_0007Cited by:2 (Source: Crossref)
Abstract:

The following sections are included:

  • PNN Theory

  • Bayes' Decision Strategy

  • PDF Estimators and Radial Basis Functions

  • PNN Architecture

    • Relation of the Dot Product to Radial Distance

  • Features and Application Issues

  • Applications of the PNN

  • Gong Classification Application Example

    • Gong Description

    • Data Sampling

    • Primary Analysis and Feature Selection

    • PNN Training and Classification Performance

  • Particle Isolation Application Example

  • FPGA PNN Design

    • Proposed Design

    • Test Results

    • Test Conclusions

  • References