Multi-layer Echo State Network with Nonlinear Vector Autoregression Reservoir for Time Series Prediction. - Heshan Wang; Yuxi Liu 010; Dongshu Wang; Yong Luo; Jianbin Xin (NCAA (1), 2022)

Echo state network with logistic mapping and bias dropout for time series prediction. - Heshan Wang; Yuxi Liu 010; Peng Lu; Yong Luo; Dongshu Wang; Xiangyang Xu (Neurocomputing, 2022)

Discriminative and regularized echo state network for time series classification. - Heshan Wang; Yuxi Liu 010; Dongshu Wang; Yong Luo; Chudong Tong; Zhaomin Lv (Pattern Recognit., 2022)