Title: On the stability analysis of cellular neural networks
Authors: Savaci, Fa ×
Vandewalle, Joos #
Issue Date: Mar-1993
Publisher: Ieee-inst electrical electronics engineers inc
Series Title: IEEE Transactions on circuits and systems i-fundamental theory and applications vol:40 issue:3 pages:213-215
Abstract: In this paper, we introduce the eigenvalue formulas for CNN's with positive-cell linking and opposite-sign type templates by exploiting the Toeplitz-tridiagonal structure of the state matrix and then give the convergency conditions for such CNN's. The existence conditions of equilibrium points for more general type of piecewise-linear neural networks have also been investigated.
ISSN: 1057-7122
Publication status: published
KU Leuven publication type: IT
Appears in Collections:ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
× corresponding author
# (joint) last author

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