Finite/Fixed-Time Controls for Neural Networks with Distributed Delays in the Signed Graph

Due to the superior performance of finite/fixed-time controls, finite-time bipartite synchronization (FeTBS) or fixed-time bipartite synchronization (FdTBS) of neural networks (NNs) in the unsigned graph have been investigated intensively. However, distributed delays, which are more challenging, are seldom considered. The paper designs finite/fixed-time controls for neural networks with distributed delays (NNTDDs) in the signed graph and obtains some sufficient conditions and relevant adjusting times based on finite-time control technology. Finally, a few numerical examples are used to illustrate the effectiveness of the designed controllers.