In the following article we present the results on the existence of almost periodic solutions for impulsive neural networks. We also formulate several results on exponential stability of these equations.
Gani Tr. Stamov. "Impulsive cellular neural networks and almost periodicity." Proc. Japan Acad. Ser. A Math. Sci. 80 (10) 198 - 203, Dec. 2004. https://doi.org/10.3792/pjaa.80.198