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FPGA-Based Hardware/Software CoDesign of an Expert System Shell

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2778))

Abstract

This paper presents a new method for implementing in hardware expert systems based on belief revision concepts. The expert system’s knowledge base is first automatically translated to an equivalent network representation where nodes are facts and links stand for relationships. Then, changes are propagated throughout the network. The conclusions are extracted after no more changes occur in the state of the nodes. The automatic generation of the hardware network structure is described. Finally, the results obtained in this FPGA-based implementation are compared to those yielded by a Java-based implementation, the system’s efficiency being thus demonstrated.

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References

  1. Bonarini, A., et al.: Belief Revision and Uncertainty: a proposal accepting cyclic dependencies, Dipartimento de Elettronica, Politecnico di Milano, Report n.90-067 (1990)

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© 2003 Springer-Verlag Berlin Heidelberg

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Neţin, A., Roman, D., Creţ, O., Pusztai, K., Văcariu, L. (2003). FPGA-Based Hardware/Software CoDesign of an Expert System Shell. In: Y. K. Cheung, P., Constantinides, G.A. (eds) Field Programmable Logic and Application. FPL 2003. Lecture Notes in Computer Science, vol 2778. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45234-8_121

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  • DOI: https://doi.org/10.1007/978-3-540-45234-8_121

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40822-2

  • Online ISBN: 978-3-540-45234-8

  • eBook Packages: Springer Book Archive

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