A direct analysis method to Lagrangian global exponential stability for quaternion memristive neural networks with mixed delays

•Compared with the usual methods, the direct analysis method proposed in the paper can not only derive simple solvable conditions, but also need not construct any LKF.•The proposed method is applicable to both RMNNs and CMNNs.•No model transformation is involved, which reduces the derivation process.