@article{Yuan2025, 
author = {Ziqing Yuan and Zuowei Cai},
title = {Fixed-time control of switched memristor-based BAM neural networks with time-varying delays},
year = {2025},
journal = {Electronic Research Archive},
volume = {33},
number = {11},
pages = {6922-6951},
keywords = {BAM neural networks, prespecified-time stability, finite-time stability, external input controller},
url = {https://www.sciopen.com/article/10.3934/era.2025305},
doi = {10.3934/era.2025305},
abstract = {This study investigates the prespecified-/finite-time stability for a class of memristor-based BAM neural networks (MBAMNNs) with discontinuity. By C-regular Lyapunov approach stability theories, some criteria are established to ensure that the switched MBAMNNs can achieve prespecified-/finite-time stabilization, which are independent of the initial states. Finally, some numerical examples demonstrate the effectiveness of the proposed criteria. This work provides a theoretical foundation for precise temporal control in complex neural networks.}
}