Zeroing neural network based on the equation AXA = A

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Abstract

Zeroing Neural Network (ZNN) design arising from different error monitoring functions (or Zeroing functions) defined on the basis of Penrose matrix equations are considered. New Zeroing function based on the Penrose equation AXA = A and initiated ZNN design for computing the time-varying pseudoinverse are defined and investigated. Also, an explicit form of defined model is proposed. Illustrative simulation results are given to verify theoretical results.

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Petković, M. D., & Stanimirović, P. S. (2019). Zeroing neural network based on the equation AXA = A. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11545 LNCS, pp. 213–224). Springer Verlag. https://doi.org/10.1007/978-3-030-21363-3_18

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