A self-organizing interval type-2 fuzzy neural network for multi-step time series prediction

Fulong Yao, Wanqing Zhao, Matthew Forshaw, Yang Song

Abstract: Highlights•A new link layer is proposed to enhance temporal connections.•The antecedent and consequent layers are redesigned to improve the interpretability.•A new transformation layer is devised to address the vanished rule firing strength.•A two-stage self-organizing mechanism is developed to construct network.