What does 3rd theorem that describe the stability of a set of nonlinear dynamical systems?

What does 3rd theorem that describe the stability of a set of nonlinear dynamical systems? Correct Answer shows the stability of adaptive heteroassociative networks

3rd theorem of nonlinear dynamical systems, shows the stability of adaptive heteroassociative networks.
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