On the stability of LAPART

C. T. Abdallah, G. L. Heileman, M. J. Healy

Research output: Contribution to journalConference articlepeer-review


In this paper we show how the stability of a LAPART neural network can be deduced as a result of a general theorem on the input/output stability of nonlinear systems. This result gives conditions on how to choose certain parameters in the LAPART network in order to guarantee stability, which has implications on LAPART's generalization properties and its noise robustness.

Original languageEnglish (US)
Pages (from-to)1356-1360
Number of pages5
JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
StatePublished - 1997
Externally publishedYes
EventProceedings of the 1997 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - Orlando, FL, USA
Duration: Oct 12 1997Oct 15 1997

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Hardware and Architecture


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