Memristor-based H_∞ Synchronization Control for Fractional-order Neural Networks with Time-delays

摘要

The H_∞ synchronization control of fractional-order neural networks (FONNs) is investigated in this paper, where the FONNs are affected by time-delays. First, based on memristor, a novel adaptive control is proposed. And then, by taking the Mittag-Leffler stability theory and robust control, sufficient conditions are proposed to achieve H_∞ synchronization of FONNs. Finally, the correctness of the obtained theoretical results are verified by some numerical examples.