Machines (Dec 2021)

Implementation of Hardware-Based Expert Systems and Comparison of Their Performance to Software-Based Expert Systems

  • Noah Ritter,
  • Jeremy Straub

DOI
https://doi.org/10.3390/machines9120361
Journal volume & issue
Vol. 9, no. 12
p. 361

Abstract

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Expert systems are a form of highly understandable artificial intelligence that allow humans to trace the decision-making processes that are used. While they are typically software implemented and use an iterative algorithm for rule-fact network processing, this is not the only possible implementation approach. This paper implements and evaluates the use of hardware-based expert systems. It shows that they work accurately and can be developed to parallel software implementations. It also compares the processing speed of software and hardware-based expert systems, showing that hardware-based systems typically operate two orders of magnitude faster than the software ones. The potential applications that hardware-based expert systems can be used for and the capabilities that they can provide are discussed.

Keywords