Batch Gradient Training Method with Smoothing l_0 Regularization for Echo State Networks. - Zohaib Ahmad; Kaizhe Nie; Junfei Qiao 001; Cuili Yang (MLICOM, 2019)

Online sequential echo state network with sparse RLS algorithm for time series prediction. - Cuili Yang; Junfei Qiao 001; Zohaib Ahmad; Kaizhe Nie; Lei Wang 173 (Neural Networks, 2019)

Forward and backward input variable selection for polynomial echo state networks. - Cuili Yang; Xinxin Zhu; Junfei Qiao 001; Kaizhe Nie (Neurocomputing, 2020)

Design of Extreme Learning Machine with Smoothed ℓ 0 Regularization. - Cuili Yang; Kaizhe Nie; Junfei Qiao 001; Bing Li (Mob. Networks Appl., 2020)

Robust echo state network with sparse online learning. - Cuili Yang; Kaizhe Nie; Junfei Qiao 001; Danlei Wang (Inf. Sci., 2022)