Delay-partitioning approach to stability analysis of state estimation for neutral-type neural networks with both time-varying delays and leakage term via sampled-data control

Dynamics of BAM neural networks with mixed delays and leakage time‐varying delays in the weighted pseudo–almost periodic on time‐space scales

“…Recently, the stability of systems with leakage delays has become one of the hot topics . A typical time delay called as leakage delay may exist in the negative feedback terms of the system, and it has a great impact on the dynamic behaviors of the neural networks, such as on the instability or poor system performance of neural networks.…”

“…Recently, the stability of systems with leakage delays has become one of the hot topics. 15,16,18,26,[29][30][31] A typical time delay called as leakage delay may exist in the negative feedback terms of the system, and it has a great impact on the dynamic behaviors of the neural networks, such as on the instability or poor system performance of neural networks. On the basis of the aforementioned arguments, the study of delayed BAM neural networks in the leakage term and its analogous equations has attracted worldwide interest.…”