ML Anthology

Operational Fault Tolerance of CMAC Networks

Michael J. Carter, Franklin J. Rudolph, Adam J. Nucci
NeurIPS 1989 pp. 340-347
/neurips/1989/carter1989neurips-operational/

Abstract

The performance sensitivity of Albus' CMAC network was studied for the scenario in which faults are introduced into the adjustable weights after training has been accomplished. It was found that fault sensitivity was reduced with increased generalization when "loss of weight" faults were considered, but sensitivity was increased for "saturated weight" faults.

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Cite

Text

Carter et al. "Operational Fault Tolerance of CMAC Networks." Neural Information Processing Systems, 1989.

Markdown

[Carter et al. "Operational Fault Tolerance of CMAC Networks." Neural Information Processing Systems, 1989.](https://mlanthology.org/neurips/1989/carter1989neurips-operational/)

BibTeX

@inproceedings{carter1989neurips-operational,
  title     = {{Operational Fault Tolerance of CMAC Networks}},
  author    = {Carter, Michael J. and Rudolph, Franklin J. and Nucci, Adam J.},
  booktitle = {Neural Information Processing Systems},
  year      = {1989},
  pages     = {340-347},
  url       = {https://mlanthology.org/neurips/1989/carter1989neurips-operational/}
}