ty -jour a2 -hafstein，sigurdur F. au -li- li，Yongkun au-孟，孟，米芬PY -2017 da -2017/12/26 ti-伪造的存在和全球指数稳定性几乎是中性Quaternion -Quaternion -Quaternion -Quathroud Neural网络的周期性解决方案在泄漏期限内延迟按时尺度SP -9878369 VL -2017 AB-我们提出了一类中性类型的Quaternion估算神经网络，在泄漏期限内按时间尺度延迟，可以统一离散时间和连续时间神经网络。为了避免季节乘法的非交通性带来的困难，我们首先将四基因价值系统分解为四个实现的系统。Then, by applying the exponential dichotomic theory of linear dynamic equations on time scales, Banach’s fixed point theorem, the theory of calculus on time scales, and inequality techniques, we obtain some sufficient conditions on the existence and global exponential stability of pseudo almost periodic solutions for this class of neural networks. Our results are completely new even for both the case of the neural networks governed by differential equations and the case of the neural networks governed by difference equations and show that, under a simple condition, the continuous-time quaternion-valued network and its corresponding discrete-time quaternion-valued network have the same dynamical behavior for the pseudo almost periodicity. Finally, a numerical example is given to illustrate the feasibility of our results. SN - 1076-2787 UR - https://doi.org/10.1155/2017/9878369 DO - 10.1155/2017/9878369 JF - Complexity PB - Hindawi KW - ER -